justin-site/bibs/myrefs.bib

%%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@unpublished{GBHSZ22,
  title  = {An abstract approach to conditional independence in {DIBI} models},
  author = {Gu, Tao and
            Bao, Jialu and
            Hsu, Justin and
            Silva, Alexandra and
            Zanasi, Fabio},
  year   = 2022,
  jh     = yes,
  jhsite = yes,
}

@unpublished{SLHR21,
  title  = {Symbolic Execution for Randomized Programs},
  author = {Susag, Zachary and
            Lahiri, Sumit and
            Hsu, Justin and
            Roy, Subhajit},
  year   = 2022,
  jh     = yes,
  jhsite = yes,
}

@unpublished{BPHR21,
  title  = {Data-Driven Invariant Learning for Probabilistic Programs},
  author = {Bao, Jialu and
            Trivedi, Nitesh and
            Pathak, Drashti and
            Hsu, Justin and
            Roy, Subhajit},
  url    = {https://arxiv.org/abs/2106.05421},
  eprint = {2106.05421},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  year   = 2022,
  jh     = yes,
  jhsite = yes,
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% THESIS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@phdthesis{JHThesis,
  title  = {Probabilistic Couplings for Probabilistic Reasoning},
  author = {Justin Hsu},
  school = {University of Pennsylvania},
  year   = {2017},
  url    = {https://arxiv.org/abs/1710.09951},
  jh     = yes,
  jhsite = yes,
  eprint = {1710.09951},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  note = "Selected for the ACM SIGPLAN John C. Reynolds Doctoral Dissertation Award"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% JOURNALS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@article{lmcs:5989,
  TITLE = {Relational $\star$-Liftings for Differential Privacy},
  AUTHOR = {Barthe, Gilles and Espitau, Thomas and Hsu, Justin and Sato, Tetsuya and Strub, Pierre-Yves},
  URL = {https://lmcs.episciences.org/5989},
  DOI = {10.23638/LMCS-15(4:18)2019},
  JOURNAL = lmcs,
  VOLUME = {15},
  NUMBER = {4},
  YEAR = {2019},
  MONTH = Dec,
  jh        = yes,
  jhsite = yes,
  reviewed  = yes,
  slides = {https://justinh.su/files/slides/star-lifting.pdf},
  note    = "Previously published in " # icalp17 # ", 2017."
}

@article{GGHRW14,
  author    = {Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Hsu, Justin and
               Roth, Aaron and
               Wu, Zhiwei Steven},
  title     = {Dual Query: Practical Private Query Release for High Dimensional Data},
	journal   = jpc,
  year      = {2017},
  month     = {},
  volume    = {7},
  number    = {2},
  pages     = {53--77},
  url       = {https://arxiv.org/abs/1402.1526},
  doi       = {10.29012/jpc.v7i2.650},
  eprint    = {1402.1526},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  publisher = bepress,
  jh        = yes,
  jhsite = yes,
  reviewed  = yes,
  poster    = {https://justinh.su/files/posters/dualquery.pdf},
  note    = "Previously published in " # icml14 # ", 2014."
}

@article{HHRRW14,
  author    = {Hsu, Justin and
               Huang, Zhiyi and
               Roth, Aaron and
               Roughgarden, Tim and
               Wu, Zhiwei Steven},
  title     = {Private Matchings and Allocations},
	journal   = siamjc,
  year      = {2016},
  month     = {},
  volume    = {45},
  number    = {6},
  pages     = {1953--1984},
  doi       = {10.1137/15100271X},
  url       = {https://arxiv.org/abs/1311.2828},
  eprint    = {1311.2828},
  archivePrefix = {arXiv},
  primaryClass  = {cs.GT},
  jh        = yes,
  jhsite = yes,
  reviewed  = yes,
  poster    = {https://justinh.su/files/posters/matchings.pdf},
  note    = "Previously published in " # stoc14 # ", 2014."
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%% CONFERENCES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@inproceedings{GDH22,
  title  = {{P4BID}: Information Flow Control in {P4}},
  author = {Grewal, Karuna and
            D'Antoni, Loris and
            Hsu, Justin},
  booktitle     = pldi22,
  year   = 2022,
  jh     = yes,
  jhsite = yes,
  reviewed  = yes,
}

@article{BGHT21,
  title  = {A Separation Logic for Negative Dependence},
  author = {Bao, Jialu and
            Gaboardi, Marco and
            Hsu, Justin and
            Tassarotti, Joseph},
  url    = {https://arxiv.org/abs/2111.14917},
  eprint = {2111.14917},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  year     = 2022,
  month    = jan,
  journal  = pacmpl,
  volume   = {6},
  number   = {POPL},
  reviewed = yes,
  jh       = yes,
  jhsite = yes,
  note   = "Appeared at " # popl22 # ".",
}

@inproceedings{BDHS20,
  title  = {A Bunched Logic for Conditional Independence},
  author = {Bao, Jialu and
            Docherty, Simon and
            Hsu, Justin and
            Silva, Alexandra},
  url    = {https://arxiv.org/abs/2008.09231},
  eprint = {2008.09231},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  booktitle = lics21,
  year   = 2021,
  jh     = yes,
  jhsite = yes,
  reviewed  = yes,
  acceptance = {91/227=0.40},
}

@inproceedings{ZBHYY20,
  title  = {A Quantum Interpretation of Bunched Logic \& Quantum Separation Logic},
  author = {Zhou, Li and
            Barthe, Gilles and
            Hsu, Justin and
            Ying, Mingsheng and
            Yu, Nengkun},
  url    = {https://arxiv.org/abs/2102.00329},
  eprint = {2102.00329},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  booktitle = lics21,
  year   = 2021,
  jh     = yes,
  jhsite = yes,
  reviewed  = yes,
  acceptance = {91/227=0.40},
}

@inproceedings{RHA21,
  title  = {Learning Differentially Private Mechanisms},
  author = {Roy, Subhajit and
            Hsu, Justin and
            Albarghouthi, Aws},
  booktitle = sandp,
  year   = 2021,
  url       = {https://arxiv.org/abs/2101.00961},
  eprint    = {2101.00961},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CR},
  jh     = yes,
  jhsite = yes,
  reviewed  = yes,
}

@article{ABHKKM19,
  title  = {A Pre-Expectation Calculus for Probabilistic Sensitivity},
  author = {Aguirre, Alejandro and
            Barthe, Gilles and
            Hsu, Justin and
            Kaminski, Benjamin Lucien and
            Katoen, Joost-Pieter and
            Matheja, Christoph},
  year   = 2021,
  url    = {https://arxiv.org/abs/1901.06540},
  eprint = {1901.06540},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi       = {10.1145/3434333},
  articleno = {52},
  month    = jan,
  journal  = pacmpl,
  volume   = {5},
  number   = {POPL},
  reviewed = yes,
  jh       = yes,
  jhsite = yes,
  note   = "Appeared at " # popl21 # ", Distinguished Paper Award.",
  acceptance = {61/258=0.23},
}

@inproceedings{BBGHS19,
  title  = {Hypothesis Testing Interpretations and {R}\'enyi Differential Privacy},
  author = {Balle, Borja and
            Barthe, Gilles and
            Gaboardi, Marco and
            Hsu, Justin and
            Sato, Tetsuya},
  booktitle = aistats20,
  year   = 2020,
  url    = {https://arxiv.org/abs/1905.09982},
  eprint = {1905.09982},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LG},
  reviewed  = yes,
  jh     = yes,
  jhsite = yes,
}

@article{BHL19,
  title  = {A Probabilistic Separation Logic},
  author = {Barthe, Gilles and
            Hsu, Justin and
            Liao, Kevin},
  year   = 2020,
  url    = {https://arxiv.org/abs/1907.10708},
  eprint = {1907.10708},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi       = {10.1145/3371123},
  month    = jan,
  journal  = pacmpl,
  volume   = {4},
  articleno = {55},
  number   = {POPL},
  note   = "Appeared at " # popl20 # ".",
  reviewed  = yes,
  jh     = yes,
  jhsite = yes,
  acceptance = {68/257=0.28},
}

@article{SFHKKS19,
  title  = {Guarded {Kleene} {Algebra} with {Tests}},
  author = {Smolka, Steffen and
            Foster, Nate and
            Hsu, Justin and
            Kapp\'e, Tobias and
            Kozen, Dexter and
            Silva, Alexandra},
  year   = 2020,
  url    = {https://arxiv.org/abs/1907.05920},
  doi    = {10.1145/3371129},
  eprint = {1907.05920},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  month    = jan,
  journal  = pacmpl,
  volume   = {4},
  articleno = {61},
  number   = {POPL},
  note   = "Appeared at " # popl20 # ", Distinguished Paper Award.",
  reviewed  = yes,
  jh     = yes,
  jhsite = yes,
  acceptance = {68/257=0.28},
}

@article{BHYYZ19,
  title  = {Relational Proofs for Quantum Programs},
  author = {Barthe, Gilles and
            Hsu, Justin and
            Ying, Mingsheng and
            Yu, Nengkun and
            Zhou, Li},
  year   = 2020,
  url    = {https://arxiv.org/abs/1901.05184},
  eprint = {1901.05184},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi       = {10.1145/3371089},
  month    = jan,
  journal  = pacmpl,
  volume   = {4},
  articleno = {21},
  number   = {POPL},
  note   = "Appeared at " # popl20 # ".",
  reviewed  = yes,
  jh     = yes,
  jhsite = yes,
  acceptance = {68/257=0.28},
}

@inproceedings{MZH19,
  title  = {Data Poisoning against Differentially-Private Learners: Attacks and Defenses},
  author = {Ma, Yuzhe and
            Zhu, Xiaojin and
            Hsu, Justin},
  booktitle = ijcai19,
  year   = 2019,
  url    = {https://arxiv.org/abs/1903.09860},
  doi    = {10.24963/ijcai.2019/657},
  eprint = {1903.09860},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LG},
  reviewed = yes,
  jh     = yes,
  jhsite = yes,
  acceptance = {850/4572=0.18},
}

@inproceedings{ACGHK19,
  title  = {Probabilistic Relational Reasoning via Metrics},
  author = {Azevedo de Amorim, Arthur and
            Gaboardi, Marco and
            Hsu, Justin and
            Katsumata, {Shin-ya}},
  booktitle = lics19,
  year   = 2019,
  url    = {https://arxiv.org/abs/1807.05091},
  doi    = {10.1109/LICS.2019.8785715},
  eprint = {1807.05091},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  reviewed  = yes,
  jh     = yes,
  jhsite = yes,
  acceptance = {60/154=0.38},
}

@inproceedings{SBGHK17,
  title  = {Approximate Span Liftings: Compositional Semantics for Relaxations of Differential Privacy},
  author = {Sato, Tetsuya and
            Barthe, Gilles and
            Gaboradi, Marco and
            Hsu, Justin and
            Katsumata, {Shin-ya}},
  booktitle = lics19,
  year   = 2019,
  url    = {https://arxiv.org/abs/1710.09010},
  doi    = {10.1109/LICS.2019.8785668},
  eprint = {1710.09010},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  jh     = yes,
  jhsite = yes,
  reviewed  = yes,
  acceptance = {60/154=0.38},
}

@inproceedings{SKFHKKS18,
  title         = {Scalable Verification of Probabilistic Network Programs},
  author        = {Smolka, Steffen and
                   Kumar, Praveen and
                   Kahn, David M and
                   Foster, Nate and
                   Hsu, Justin and
                   Kozen, Dexter and
                   Silva, Alexandra},
  booktitle     = pldi19,
  year          = {2019},
  jh            = yes,
  jhsite        = yes,
  reviewed      = yes,
  url           = {https://arxiv.org/abs/1904.08096},
  eprint        = {1904.08096},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi           = {10.1145/3314221.3314639},
  acceptance = {76/281=0.27},
}

@inproceedings{ZGBH19,
  title     = {Fake News Detection via {NLP} Is Vulnerable to Adversarial Attacks},
  author    = {Zhou, Zhixuan and
               Guan, Huankang and
               Bhat, Meghana Moorthy and
               Hsu, Justin},
  year      = 2019,
  booktitle = icaart19,
  url       = {https://arxiv.org/abs/1901.09657},
  eprint    = {1901.09657},
  archivePrefix = {arXiv},
  primaryClass  = {cs.SI},
  jh = yes,
  jhsite = no,
  reviewed      = no,
}


@article{SHA18,
  title    = {Trace Abstraction modulo Probability},
  author   = {Smith, Calvin and
              Hsu, Justin and
              Albarghouthi, Aws},
  year     = {2019},
  month    = jan,
  jh       = yes,
  jhsite = yes,
  journal  = pacmpl,
  volume   = {3},
  articleno = {39},
  number   = {POPL},
  note   = "Appeared at " # popl19 # ".",
  eprint    = {1810.12396},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  url      = {https://arxiv.org/abs/1810.12396},
  doi      = {10.1145/3290352},
  reviewed = yes,
}

@article{SABGGH18,
  title    = {Formal Verification of Higher-Order Probabilistic Programs},
  author   = {Sato, Tetsuya and
              Aguirre, Alejandro and
              Barthe, Gilles and
              Gaboardi, Marco and
              Garg, Deepak and
              Hsu, Justin},
  year     = {2019},
  month    = jan,
  jh       = yes,
  jhsite        = yes,
  journal  = pacmpl,
  volume   = {3},
  articleno = {38},
  number   = {POPL},
  note   = "Appeared at " # popl19 # ".",
  reviewed = yes,
  url      = {https://arxiv.org/abs/1807.06091},
  doi      = {10.1145/3290351},
  eprint   = {1807.06091},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
}

@inproceedings{vHHOS18,
  title     = {Convex Language Semantics for Nondeterministic Probabilistic Automata},
  author    = {van Heerdt, Gerco and
               Hsu, Justin and
               Ouaknine, Jo\"el and
               Silva, Alexandra},
  year      = {2018},
  jh        = yes,
  jhsite        = yes,
  reviewed  = yes,
  booktitle = ictac18,
  url       = {https://arxiv.org/abs/1805.11550},
  doi       = {10.1007/978-3-030-02508-3_25},
  eprint    = {1805.11550},
  archivePrefix = {arXiv},
  primaryClass  = {cs.FL},
  acceptance = {25/59=0.42},
}

@inproceedings{AH18,
  title     = {Constraint-Based Synthesis of Coupling Proofs},
  author    = {Albarghouthi, Aws and
               Hsu, Justin},
  year      = {2018},
  jh        = yes,
  jhsite        = yes,
  reviewed  = yes,
  booktitle = cav18,
  url       = {https://arxiv.org/abs/1804.04052},
  doi       = {10.1007/978-3-319-96145-3_18},
  eprint    = {1804.04052},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  acceptance = {65/215=0.30},
}

@inproceedings{ABHS18,
  title    = {Almost Sure Productivity},
  author   = {Aguirre, Alejandro and
              Barthe, Gilles and
              Hsu, Justin and
              Silva, Alexandra},
  year     = {2018},
  booktitle = icalp18,
  jh       = yes,
  jhsite        = yes,
  reviewed = yes,
  url      = {https://arxiv.org/abs/1802.06283},
  doi      = {10.4230/LIPIcs.ICALP.2018.113},
  eprint   = {1802.06283},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  acceptance = {147/502=0.29},
}

@inproceedings{BEGGHS16,
  title  = {An Assertion-Based Program Logic for Probabilistic Programs},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Gaboardi, Marco and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  year   = {2018},
  jh     = yes,
  jhsite = yes,
  reviewed = yes,
  booktitle = esop18,
  url    = {https://arxiv.org/abs/1803.05535},
  eprint   = {1803.05535},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  slides   = {https://justinh.su/files/slides/ellora.pdf},
  acceptance = {144/479=0.30},
}

@article{AH17,
  title    = {Synthesizing Coupling Proofs of Differential Privacy},
  author   = {Albarghouthi, Aws and
              Hsu, Justin},
  year     = {2018},
  month    = jan,
  jh       = yes,
  jhsite        = yes,
  journal  = pacmpl,
  volume   = {2},
  number   = {POPL},
  articleno = {58},
  url      = {https://arxiv.org/abs/1709.05361},
  note   = "Appeared at " # popl18 # ".",
  reviewed = yes,
  doi      = {10.1145/3158146},
  eprint   = {1709.05361},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
}

@article{BEGHS16,
  title    = {Proving Expected Sensitivity of Probabilistic Programs},
  author   = {Barthe, Gilles and
              Espitau, Thomas and
              Gr{\'e}goire, Benjamin and
              Hsu, Justin and
              Strub, {Pierre}-{Yves}},
  year     = {2018},
  month    = jan,
  jh       = yes,
  jhsite        = yes,
  journal  = pacmpl,
  volume   = {2},
  number   = {POPL},
  articleno = {57},
  doi      = {10.1145/3158145},
  url      = {https://arxiv.org/abs/1708.02537},
  note   = "Appeared at " # popl18 # ".",
  reviewed = yes,
  slides   = {https://justinh.su/files/slides/eprhl.pdf},
  eprint   = {1708.02537},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
}

inproceedings{BEHSS17,
  title  = {$\star$-Liftings for Differential Privacy},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Hsu, Justin and
            Sato, Tetsuya and
            Strub, {Pierre}-{Yves}},
  booktitle = icalp17,
  year   = 2017,
  pages ={102:1--102:12},
  series = lipics,
  volume = 80,
  publisher = dagstuhl,
  url    = {https://arxiv.org/abs/1705.00133},
  eprint = {1705.00133},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi    = {10.4230/LIPIcs.ICALP.2017.102},
  slides = {https://justinh.su/files/slides/star-lifting.pdf},
  jh     = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {137/459=0.29},
}

@inproceedings{BEGHS17,
  title  = {Proving Uniformity and Independence by Self-Composition and Coupling},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  booktitle = lpar17,
  pages  = {385--403},
  series = epic,
  volume = 46,
  year   = 2017,
  url    = {https://arxiv.org/abs/1701.06477},
  eprint = {1701.06477},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  slides = {https://justinh.su/files/slides/unifindep-couple.pdf},
  jh     = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {30/54=0.55},
}

@inproceedings{BGHS16,
  title  = {Coupling Proofs Are Probabilistic Product Programs},
  author = {Barthe, Gilles and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  booktitle = popl17,
  pages  = {161--174},
  year   = 2017,
  url    = {https://arxiv.org/abs/1607.03455},
  eprint = {1607.03455},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi    = {10.1145/3009837.3009896},
  slides = {https://justinh.su/files/slides/products.pdf},
  jh     = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {64/282=0.22},
}

@inproceedings{ACGHK16,
  title  = {A Semantic Account of Metric Preservation},
  author = {Azevedo de Amorim, Arthur and
            Gaboardi, Marco and
            Hsu, Justin and
            Katsumata, {Shin-ya} and
            Cherigui, Ikram},
  booktitle = popl17,
  year   = 2017,
  pages     = {545--556},
  url    = {https://arxiv.org/abs/1702.00374},
  eprint = {1702.00374},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi    = {10.1145/3009837.3009890},
  jh     = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {64/282=0.22},
}

@inproceedings{HKM-verif16,
  title  = {Computer-Aided Verification in Mechanism Design},
  author = {Barthe, Gilles and
            Gaboardi, Marco and
            Gallego Arias, Emilio Jes{\'u}s and
            Hsu, Justin and
            Roth, Aaron and
            Strub, Pierre-Yves},
  booktitle = wine16,
  year   = 2016,
  pages  = {273--293},
  series = lncs,
  volume = 10123,
  publisher = springer,
  url    = {https://arxiv.org/abs/1502.04052},
  eprint = {1502.04052},
  archivePrefix = {arXiv},
  primaryClass  = {cs.GT},
  doi    = {10.1007/978-3-662-54110-4_20},
  slides = {https://justinh.su/files/slides/bic.pdf},
  jh     = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
}

@inproceedings{BGGHS16c,
  title  = {Advanced Probabilistic Couplings for Differential Privacy},
  author = {Barthe, Gilles and
            Fong, No{\'e}mie and
            Gaboardi, Marco and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  booktitle = ccs16,
  year    = 2016,
  pages   = {55--67},
  url     = {https://arxiv.org/abs/1606.07143},
  eprint  = {1606.07143},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi     = {10.1145/2976749.2978391},
  jh      = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed = yes,
  slides  = {https://justinh.su/files/slides/advanced.pdf},
  acceptance = {137/831=0.17},
  errata    = {There is an error in the treatment of advanced composition; please see my thesis for the correction.},
}

@inproceedings{privinfer,
  title  = {Differentially Private {Bayesian} Programming},
  author = {Barthe, Gilles and
            Farina, Gian Pietro and
            Gaboardi, Marco and
            Gallego Arias, Emilio Jes{\'u}s and
            Gordon, Andy and
            Hsu, Justin and
            Strub, Pierre-Yves},
  booktitle = ccs16,
  year   = {2016},
  url    = {https://arxiv.org/abs/1605.00283},
  eprint = {1605.00283},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi    = {10.1145/2976749.2978371},
  jh     = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {137/831=0.17},
}

@inproceedings{BEFFH16,
  title  = {Synthesizing Probabilistic Invariants via {Doob}'s Decomposition},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Ferrer Fioriti, Luis Mar{\'i}a and
            Hsu, Justin},
  booktitle = cav16,
  pages     = {43--61},
  volume    = {9779},
  series  = lncs,
  year    = 2016,
  publisher = springer,
  url     = {https://arxiv.org/abs/1605.02765},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  eprint  = {1605.02765},
  doi     = {10.1007/978-3-319-41528-4_3},
  jh      = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {46/195=0.24},
}

@inproceedings{BGGHS16b,
  title  = {A Program Logic for Union Bounds},
  author = {Barthe, Gilles and
            Gaboardi, Marco and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  booktitle = icalp16,
  pages     = {107:1--107:15},
  volume    = {55},
  series    = lipics,
  year    = 2016,
  publisher = dagstuhl,
  url     = {https://arxiv.org/abs/1602.05681},
  eprint  = {1602.05681},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi     = {10.4230/LIPIcs.ICALP.2016.107},
  jh      = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {146/515=0.28},
}

@inproceedings{BGGHS16,
  title  = {Proving Differential Privacy via Probabilistic Couplings},
  author = {Barthe, Gilles and
            Gaboardi, Marco and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {Pierre}-{Yves}},
  booktitle = lics16,
  pages     = {749--758},
  year    = 2016,
  url     = {https://arxiv.org/abs/1601.05047},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  eprint  = {1601.05047},
  doi     = {10.1145/2933575.2934554},
  jh      = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed = yes,
  slides  = {https://justinh.su/files/slides/approx-couplings.pdf},
  acceptance = {85/191=0.44}
}

@inproceedings{HMRRV16,
  title  = {Do Prices Coordinate Markets?},
  author = {Hsu, Justin and
            Morgenstern, Jamie and
            Rogers, Ryan and
            Roth, Aaron and
            Vohra, Rakesh},
  booktitle = stoc16,
  pages     = {440--453},
  year    = 2016,
  url     = {https://arxiv.org/abs/1511.00925},
  eprint  = {1511.00925},
  archivePrefix = {arXiv},
  primaryClass  = {cs.GT},
  doi     = {10.1145/2897518.2897559},
  jh      = yes,
  jhsite = yes,
  reviewed = yes,
  acceptance = {92/370=0.25},
}

@inproceedings{HHRW16,
  author    = {Hsu, Justin and
               Huang, Zhiyi and
               Roth, Aaron and
               Wu, Zhiwei Steven},
  title     = {Jointly Private Convex Programming},
  booktitle = soda16,
  pages     = {580--599},
  year      = {2016},
  url       = {https://arxiv.org/abs/1411.0998},
  eprint    = {1411.0998},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  doi       = {10.1137/1.9781611974331.ch43},
  jh        = yes,
  jhsite        = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/privdude.pdf},
  acceptance = {146/527=0.28},
}

@inproceedings{BEGHSS15,
  title     = {Relational Reasoning via Probabilistic Coupling},
  author    = {Barthe, Gilles and
               Espitau, Thomas and
               Gr{\'e}goire, Benjamin and
               Hsu, Justin and
               Stefanesco, L{\'e}o and
               Strub, {Pierre}-{Yves}},
  booktitle = lpar15,
  pages     = {387--401},
  volume    = {9450},
  series    = lncs,
  year      = 2015,
  publisher = springer,
  url       = {https://arxiv.org/abs/1509.03476},
  eprint    = {1509.03476},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi       = {10.1007/978-3-662-48899-7_27},
  jh        = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/couplings.pdf},
  acceptance = {43/92=0.47},
}

@inproceedings{AHJ15,
  title     = {Online Assignment with Heterogeneous Tasks in Crowdsourcing Markets},
  author    = {Assadi, Sepehr and Hsu, Justin and Jabbari, Shahin},
  booktitle = hcomp15,
  pages     = {12--21},
  year      = {2015},
  url       = {https://arxiv.org/abs/1508.03593},
  eprint    = {1508.03593},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  jh        = yes,
  jhsite        = yes,
  reviewed  = yes,
}

@inproceedings{GHaccuracy,
  author    = {Marco Gaboardi and
               Justin Hsu},
  title     = {A {Theory AB} Toolbox},
  year      = {2015},
  booktitle = snapl15,
  pages     = {129--139},
  volume    = {32},
  series    = lipics,
  publisher = dagstuhl,
  url       = {https://justinh.su/files/papers/theory-ab.pdf},
  doi       = {10.4230/LIPIcs.SNAPL.2015.129},
  jh        = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/theory-ab.pdf},
}

@inproceedings{BGGHRS15,
  title     = {Higher-Order Approximate Relational Refinement Types for
    Mechanism Design and Differential Privacy},
  author    = {Barthe, Gilles and
               Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Hsu, Justin and
               Roth, Aaron and
               Strub, Pierre-Yves},
  booktitle = popl15,
  pages     = {55--68},
  year      = {2015},
  url       = {https://arxiv.org/abs/1407.6845},
  eprint    = {1407.6845},
  archivePrefix = {arXiv},
  primaryClass  = {cs.PL},
  doi       = {10.1145/2676726.2677000},
  jh        = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/hoare2.pdf},
  acceptance = {52/227=0.23},
}

@inproceedings{AGGH14,
  author    = {Azevedo de Amorim, Arthur and
               Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Hsu, Justin},
  title     = {Really Natural Linear Indexed Type-Checking},
  booktitle = {Symposium on Implementation and Application of Functional
    Programming Languages (IFL), Boston, Massachusetts},
  pages     = {5:1--5:12},
  year      = {2014},
  publisher = acmpress,
  url       = {https://arxiv.org/abs/1503.04522},
  eprint    = {1503.04522},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi       = {10.1145/2746325.2746335},
  jh        = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/dfuzz-tc.pdf},
}

@inproceedings{BGGHKS14,
  author    = {Barthe, Gilles and
               Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Hsu, Justin and
               Kunz, C\'esar and
               Strub, Pierre-Yves},
  title     = {Proving Differential Privacy in {Hoare} Logic},
  booktitle = csf14,
  pages     = {411--424},
  year      = {2014},
  url       = {https://arxiv.org/abs/1407.2988},
  eprint    = {1407.2988},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LO},
  doi       = {10.1109/CSF.2014.36},
  jh        = yes,
  jhsite = yes,
  plclub    = yes,
  reviewed  = yes,
  acceptance = {29/83=0.35},
}

@inproceedings{HGH14,
  author    = {Hsu, Justin and
               Gaboardi, Marco and
               Haeberlen, Andreas and
               Khanna, Sanjeev and
               Narayan, Arjun and
               Pierce, Benjamin C. and
               Roth, Aaron},
  title     = {Differential Privacy: {An} Economic Method for Choosing Epsilon},
  booktitle = csf14,
  pages     = {398--410},
  year      = 2014,
  url       = {https://arxiv.org/abs/1402.3329},
  eprint    = {1402.3329},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DB},
  doi       = {10.1109/CSF.2014.35},
  jh        = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/epsilon.pdf},
  acceptance = {29/83=0.35},
}

@inproceedings{HRRU14,
  author    = {Hsu, Justin and
               Roth, Aaron and
               Roughgarden, Tim and
               Ullman, Jonathan},
  title     = {Privately Solving Linear Programs},
  booktitle = icalp14,
  pages     = {612--624},
  volume    = 8572,
  series    = lncs,
  year      = {2014},
  publisher = springer,
  url       = {https://arxiv.org/abs/1402.3631},
  eprint    = {1402.3631},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  doi       = {10.1007/978-3-662-43948-7_51},
  jh        = yes,
  jhsite = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/priv-lp.pdf},
  acceptance = {136/477=0.29},
}

inproceedings{GGHRW14,
  author    = {Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Hsu, Justin and
               Roth, Aaron and
               Wu, Zhiwei Steven},
  title     = {Dual Query: Practical Private Query Release for High Dimensional Data},
  booktitle = icml14,
  pages     = {1170--1178},
  volume    = {32},
  series    = pmlr,
  year      = {2014},
  reviewed  = yes,
  url       = {https://arxiv.org/abs/1402.1526},
  eprint    = {1402.1526},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  jh        = yes,
  jhsite = yes,
  slides    = {https://justinh.su/files/slides/dualquery.pdf},
  poster    = {https://justinh.su/files/poser/dualquery.pdf},
  acceptance = {310/1238=0.25},
}

inproceedings{HHRRW14,
  author    = {Hsu, Justin and
               Huang, Zhiyi and
               Roth, Aaron and
               Roughgarden, Tim and
               Wu, Zhiwei Steven},
  title     = {Private Matchings and Allocations},
  booktitle = stoc14,
  year      = {2014},
  reviewed  = yes,
  pages     = {21--30},
  url       = {https://arxiv.org/abs/1311.2828},
  eprint    = {1311.2828},
  archivePrefix = {arXiv},
  primaryClass  = {cs.GT},
  doi       = {10.1145/2591796.2591826},
  timestamp = {Wed, 22 Oct 2014 14:44:14 +0200},
  biburl    = {https://dblp.uni-trier.de/rec/bib/conf/stoc/HsuHRRW14},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  jh        = yes,
  jhsite = yes,
  poster    = {https://justinh.su/files/poster/matchings.pdf},
  acceptance = {91/319=0.29},
}

@inproceedings{WHE13,
  title     = {System {FC} with Explicit Kind Equality},
  author    = {Weirich, Stephanie and
               Hsu, Justin and
               Eisenberg, Richard A.},
  booktitle = icfp13,
  pages     = {275--286},
  year      = {2013},
  url       = {https://justinh.su/files/papers/nokinds.pdf},
  doi       = {10.1145/2500365.2500599},
  jh        = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed  = yes,
  acceptance = {40/133=0.30},
}

@inproceedings{HRU13,
  title     = {Differential Privacy for the Analyst via Private Equilibrium Computation},
  author    = {Hsu, Justin and
               Roth, Aaron and
               Ullman, Jonathan},
  booktitle = stoc13,
  pages     = {341--350},
  year      = {2013},
  url       = {https://arxiv.org/abs/1211.0877},
  eprint    = {1211.0877},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  doi       = {10.1145/2488608.2488651},
  jh        = yes,
  jhsite = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/analyst-priv.pdf},
  acceptance = {100/360=0.28},
}

@inproceedings{GHHNP13,
  title     = {Linear Dependent Types for Differential Privacy},
  author    = {Gaboardi, Marco and
               Haeberlen, Andreas and
               Hsu, Justin and
               Narayan, Arjun and
               Pierce, Benjamin C.},
  booktitle = popl13,
  pages     = {357--370},
  url       = {https://dl.acm.org/citation.cfm?id=2429113},
  doi       = {10.1145/2429069.2429113},
  year      = {2013},
  jh        = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed  = yes,
  acceptance = {51/220=0.23},
}

@inproceedings{HKR12,
  title     = {Distributed Private Heavy Hitters},
  author    = {Hsu, Justin and
               Khanna, Sanjeev and
               Roth, Aaron},
  booktitle = icalp12,
  pages     = {461--472},
  volume    = {7391},
  series    = lncs,
  year      = {2012},
  publisher = springer,
  url       = {https://arxiv.org/abs/1202.4910},
  eprint    = {1202.4910},
  archivePrefix = {arXiv},
  primaryClass  = {cs.DS},
  doi       = {10.1007/978-3-642-31594-7_39},
  errata    = {Thanks to Raef Bassily and Adam Smith for spotting an error, now fixed.},
  jh        = yes,
  jhsite        = yes,
  reviewed  = yes,
  slides    = {https://justinh.su/files/slides/heavy-hh.pdf},
  acceptance = {123/433=0.28},
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% SURVEYS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@misc{plp-blog-plmw,
  title = {Programming Languages Mentoring Workshop: Ten Years Later},
  author = {Balzer, Stephanie and
            Fisher, Kathleen and
            Garcia, Ron and
            Hsu, Justin and
            Weirich, Stephanie},
  url = {https://blog.sigplan.org/2021/05/11/programming-languages-mentoring-workshop-ten-years-later/},
  howpublished = {{SIGPLAN} {PL} {P}erspectives},
  year = 2021,
  month = may,
  jh=yes,
  jhsite = yes,
  reviewed=no,
  note = {https://blog.sigplan.org/2021/05/11/programming-languages-mentoring-workshop-ten-years-later/},
}

@misc{plp-blog-course,
  title = {Re-Imagining the ``Programming Paradigms'' Course},
  author = {Hsu, Justin},
  url = {https://blog.sigplan.org/2021/01/28/re-imagining-the-programming-paradigms-course/},
  howpublished = {{SIGPLAN} {PL} {P}erspectives},
  year = 2021,
  month = jan,
  jh=yes,
  jhsite        = yes,
  reviewed=no,
  note = {https://blog.sigplan.org/2021/01/28/re-imagining-the-programming-paradigms-course/},
}

@misc{plp-blog-randomized,
  title = {Verifying Randomized Algorithms: Why and How?},
  author = {Hsu, Justin},
  url = {https://blog.sigplan.org/2020/10/20/verifying-randomized-algorithms-why-and-how/},
  howpublished = {{SIGPLAN} {PL} {P}erspectives},
  year = 2020,
  month = oct,
  jh=yes,
  jhsite        = yes,
  reviewed=no,
  note = {https://blog.sigplan.org/2020/10/20/verifying-randomized-algorithms-why-and-how/},
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% SURVEYS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@inbook{fopps-chapter,
	titLe      = {Probabilistic Couplings from Program Logics},
  booktitle  = {Foundations of Probabilistic Programming Languages},
	author     = {Barthe, Gilles and
                Hsu, Justin},
  editor     = {Barthe, Gilles and
                Katoen, Joost-Pieter and
                Silva, Alexandra},
  pages      = {145--184},
  DOI        = {10.1017/9781108770750.006},
  url        = {https://www.cambridge.org/core/books/foundations-of-probabilistic-programming/probabilistic-couplings-from-program-logics/4770E67B4DBCAABA74D06C30B802235A},
	jh         = yes,
  jhsite        = yes,
  reviewed   = no,
  survey     = yes,
  publisher  = cup,
  year       = 2020,
} 

@article{Murawski:2016:2893582,
	titLe      = {Programming Language Techniques for Differential Privacy},
	author     = {Barthe, Gilles and
                Gaboardi, Marco and
                Hsu, Justin and
                Pierce, Benjamin C.},
	pages      = {34--53},
	journal    = {ACM SIGLOG News},
  month      = jan,
	year       = {2016},
	volume     = {3},
	number     = {1},
	url        = {https://siglog.hosting.acm.org/wp-content/uploads/2016/01/siglog\_news\_7.pdf},
  doi        = {10.1145/2893582.2893591},
	jh         = yes,
  jhsite        = yes,
  plclub     = yes,
  reviewed   = no,
  survey     = yes,
} 

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% WORKSHOPS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@inproceedings{GGHHP13,
  title     = {Automatic Sensitivity Analysis using Linear Dependent Types},
  author    = {Gaboardi, Marco and
               Gallego Arias, Emilio Jes{\'u}s and
               Haeberlen, Andreas and
               Hsu, Justin and
               Pierce, Benjamin C.},
  booktitle = fopara,
  year      = {2013},
  plclub    = yes,
  reviewed  = no,
}

@inproceedings{HsuTaxes,
  author    = {Justin Hsu},
  title     = {Death, Taxes, and Formal Verification (Abstract)},
  year      = {2015},
  booktitle = snapl15,
  jh        = yes,
  jhsite        = yes,
  plclub    = yes,
  reviewed  = no,
  slides    = {https://justinh.su/files/slides/taxes.pdf},
  url       = {https://justinh.su/files/papers/taxes.pdf}
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% TALKS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@talk{pldg21-talk,
  title = {How to Read a {PL} Paper (while also doing other things too)},
  organization = {PL Discussion Group Retreat, Cornell University},
  year = 2021,
  month = dec,
  jh = yes,
}

@talk{aplas21-talk,
  title = {A Probabilistic Separation Logic},
  organization = aplas21,
  year = 2021,
  month = oct,
  jh = yes,
}

@talk{ini21-talk,
  title = {Data-Driven Invariant Learning for Probabilistic Programs},
  organization = {Verified Software: From Theory to Practice {(VSOW03)}, Isaac
                  Newton Institute for Mathematical Sciences},
  year = 2021,
  month = may,
  jh = yes,
}

@talk{utopia21-talk,
  title = {Data-Driven Invariant Learning for Probabilistic Programs},
  organization = {{UToPIA} Seminar, UT Austin},
  year = 2021,
  month = feb,
  jh = yes,
}

@talk{pihoc21-talk,
  title = {A Bunched Logic for Conditional Independence},
  organization = {Joint {PPS}--{PIHOC}--{DIAPASoN} Workshop},
  year = 2021,
  month = feb,
  jh = yes,
  note = {Cancelled due to medical reasons.},
}

@talk{cornell20-talk,
  title = {Formally Verifying Randomized Algorithms},
  organization = {Fall 2020 CS Colloquium, Cornell University},
  year = 2020,
  month = nov,
  jh = yes,
}

@talk{popv20-talk,
  title = {A Probabilistic Separation Logic},
  organization = {Principles of Programming and Verification Seminar, Boston University},
  year = 2020,
  month = nov,
  jh = yes,
}

@talk{cmcs-talk,
  title = {Tutorial on Probabilistic Couplings},
  organization = {Coalgebraic Methods in Computer Science (CMCS), co-located
                  with ETAPS 2020 in Dublin, Ireland},
  year = 2020,
  month = oct,
  jh = yes,
}

@talk{cmu20-talk,
  title = {A Probabilistic Separation Logic},
  organization = {Principles of Programming Seminar, Carnegie Mellon University},
  year = 2020,
  month = sep,
  jh = yes,
}

@talk{penn20-talk,
  title = {A Probabilistic Separation Logic},
  organization = {PL Club, University of Pennsylvania},
  year = 2020,
  month = sep,
  jh = yes,
}

@talk{owls-talk,
  title = {A Probabilistic Separation Logic},
  organization = {Online Worldwide Seminar on Logic and Semantics, Young Researcher {(OWLS-YR)}},
  year = 2020,
  month = jul,
  jh = yes,
}

@talk{popl-tutorial-talk,
  title = {Verifying Probabilistic Properties with Couplings},
  organization = "Tutorial at " # popl20,
  year = 2020,
  month = jan,
  jh = yes,
}

@talk{google-fl-talk,
  title = {Data Poisoning against Differentially-Private Learners: Attacks and Defenses},
  organization = {Google Workshop on Federated Learning and Analytics},
  year = 2019,
  month = jun,
  jh = yes,
}

@talk{barbados19-talk,
  title = {Verifying Probabilistic Properties with Couplings},
  organization = {Barbados Workshop on Logical Foundations for Data Science, Bellairs Research Institute},
  year = 2019,
  month = mar,
  jh = yes,
}

@talk{ucsc-pig-talk,
  title = {Differentially-Private Optimal Power Flow},
  organization = {UCSC Privacy in Graphs Workshop},
  year = 2018,
  month = nov,
  jh = yes,
}

@talk{tpdp18-talk,
  title = {Composition, Verification, and Differential Privacy (Keynote)},
  organization = tpdp18,
  year = 2018,
  month = oct,
  jh = yes,
}

@talk{epfl18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Programming Languages and Verification Workshop, \'{E}cole Polytechnique F\'{e}d\'{e}rale de Lausanne},
  year = 2018,
  month = jun,
  jh = yes,
}

@talk{esop18-talk,
  title = {An Assertion-Based Program Logic for Probabilistic Programs},
  organization = esop18,
  year = 2018,
  month = apr,
  jh = yes,
}

@talk{barbados18-talk,
  title = {Almost Sure Productivity},
  organization = {Barbados Workshop on Logical Foundations for Data Science, Bellairs Research Institute},
  year = 2018,
  month = mar,
  jh = yes,
}

@talk{cornell-pldg18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {PL Discussion Group, Cornell University},
  year = 2018,
  month = mar,
  jh = yes,
}

@talk{ucl-pplv18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{PPLV} Seminar, University College London},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{aachen18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{UnRAVeL} Seminar, {RWTH} Aachen University},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{imperial18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Philippa Gardner's Seminar, Imperial College London},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{chocola18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{CHoCoLa} Seminar, {ENS} Lyon},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{turing18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Logic Seminar, Alan Turing Institute},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{strathclyde18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{MSP} Seminar, University of Strathclyde},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{edinburgh18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{LFCS} Seminar, University of Edinburgh},
  year = 2018,
  month = feb,
  jh = yes,
}

@talk{prosecco18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Prosecco Seminar, Inria Paris},
  year = 2018,
  month = jan,
  jh = yes,
}

@talk{pps18-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {{PPS} Seminar, {IRIF}},
  year = 2018,
  month = jan,
  jh = yes,
}

@talk{popl18-talk,
  title = {Proving Expected Sensitivity of Probabilistic Programs},
  organization = popl18,
  year = 2018,
  month = jan,
  jh = yes,
}

@talk{oxford17-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Verification Seminar, Oxford University},
  year = 2017,
  month = dec,
  jh = yes,
}

@talk{kent17-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Programming Languages and Systems Seminar, University of Kent},
  year = 2017,
  month = dec,
  jh = yes,
}

@talk{msrc17-talk,
  title = {From Probabilistic Coupling to Relational Program Logics},
  organization = {Microsoft Research Cambridge},
  year = 2017,
  month = nov,
  jh = yes,
}

@talk{icalp17-talk,
  title = {$\star$-Liftings for Differential Privacy},
  organization = icalp17,
  year = 2017,
  month = jul,
  jh = yes,
}

@talk{lpar17-talk,
  title = {Proving Uniformity and Independence by Self-Composition and Coupling},
  organization = lpar17,
  year = 2017,
  month = may,
  jh = yes,
}

@talk{nw17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Northwestern University},
  year = 2017,
  month = apr,
  jh = yes,
}

@talk{mit17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Massachusetts Institute of Technology},
  year = 2017,
  month = apr,
  jh = yes,
}

@talk{cmu17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Carnegie Mellon University},
  year = 2017,
  month = mar,
  jh = yes,
}

@talk{dagstuhl17-talk,
  title = {Differential Privacy and Incentive Properties},
  organization = {Dagstuhl Seminar: Game Theory in {AI}, Logic, and Algorithms},
  year = 2017,
  month = mar,
  jh = yes,
}

@talk{mpi17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Max Planck Institute for Software Systems},
  year = 2017,
  month = mar,
  jh = yes,
}

@talk{eth17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {{ETH} Z\"urich},
  year = 2017,
  month = mar,
  jh = yes,
}

@talk{yale17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Yale University},
  year = 2017,
  month = feb,
  jh = yes,
}

@talk{nyu17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Courant Institute, New York University},
  year = 2017,
  month = feb,
  jh = yes,
}

@talk{wisc17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {University of Wisconsin--Madison},
  year = 2017,
  month = feb,
  jh = yes,
}

@talk{ist17-talk,
  title = {Randomized Algorithms Meet Formal Verification},
  organization = {Institute of Science and Technology Austria},
  year = 2017,
  month = jan,
  jh = yes,
}

@talk{wine16-talk,
  title = {Computer-Aided Verification in Mechanism Design},
  organization = wine16,
  year = 2016,
  month = dec,
  jh = yes,
}

@talk{cornell16-talk,
  title = {Approximate Probabilistic Coupling and Differential Privacy},
  organization = {Theory Seminar, Cornell University},
  year = 2016,
  month = oct,
  jh = yes,
}

@talk{ccs16-talk,
  title = {Advanced Probabilistic Couplings for Differential Privacy},
  organization = ccs16,
  year = 2016,
  month = oct,
  jh = yes,
}

@talk{psu16-talk,
  title = {Differential Privacy as an Approximate Coupling},
  organization = {Theory Seminar, Pennsylvania State University},
  year = 2016,
  month = oct,
  jh = yes,
}

@talk{cmu16-talk,
  title = {Relational Reasoning via Probabilistic Coupling},
  organization = {Principles of Programming Seminar, Carnegie Mellon University},
  year = 2016,
  month = oct,
  jh = yes,
}

@talk{jhu16-talk,
  title = {Approximate Probabilistic Coupling and Differential Privacy},
  organization = {Theory Seminar, Johns Hopkins University},
  year = 2016,
  month = oct,
  jh = yes,
}

@talk{msrc16-talk,
  title = {Formal Verification of Randomized Algorithms},
  organization = {Constructive Security Seminar, Microsoft Research Cambridge},
  year = 2016,
  month = jul,
  jh = yes,
}

@talk{lics16-talk,
  title = {Proving Differential Privacy via Probabilistic Couplings},
  organization = lics16,
  year = 2016,
  month = jul,
  jh = yes,
}

@talk{tpdp16-talk,
  title = {Differential Privacy Is an Approximate Probabilistic Coupling},
  organization = {Workshop on the Theory and Practice of Differential Privacy ({TPDP})},
  year = 2016,
  month = jun,
  jh = yes,
}

@talk{crcs16-talk,
  title = {Differential Privacy is an Approximate Probabilistic Coupling},
  organization = {{CRCS} Seminar, Harvard},
  year = 2016,
  month = jun,
  jh = yes,
}

@talk{njpls16-talk,
  title = {A Program Logic for Union Bounds},
  organization = {NJ Programming Languages and Systems Seminar ({NJPLS})},
  year = 2016,
  month = may,
  jh = yes,
}

@talk{uwisc16-talk,
  title = {Relational Reasoning via Probabilistic Coupling},
  organization = {{PL} Seminar, University of Wisconsin},
  year = 2016,
  month = may,
  jh = yes,
}

@talk{soda16-talk,
  title = {Jointly Private Convex Programming},
  organization = soda16,
  year = 2016,
  month = jan,
  jh = yes,
}

@talk{lpar15-talk,
  title = {Relational Reasoning via Probabilistic Coupling},
  organization = lpar15,
  year = 2015,
  month = nov,
  jh = yes,
}

@talk{nsf-sfm15-talk,
  title = {What Are We Measuring, Anyways?},
  organization = {{NSF} Workshop on Formal Methods for Information Security},
  year = 2015,
  month = nov,
  jh = yes,
}

@talk{tau15-talk,
  title = {Language-Based Verification for Differential Privacy},
  organization = {Tel Aviv University},
  year = 2015,
  month = nov,
  jh = yes,
}

@talk{shonan15-talk,
  title = {Language-Based Verification for Differential Privacy},
  organization = {Shonan Meeting on Logic and Verification Methods in Security and Privacy},
  year = 2015,
  month = nov,
  jh = yes,
}

@talk{tohoku15-talk,
  title = {Relational Reasoning via Probabilistic Coupling},
  organization = {Tohoku University},
  year = 2015,
  month = oct,
  jh = yes,
}

@talk{tit15-talk,
  title = {Jointly Private Convex Programming},
  organization = {Tokyo Institute of Technology},
  year = 2015,
  month = oct,
  jh = yes,
}

@talk{snapl15b-talk,
  title = {Death, Taxes, and Formal Verification},
  organization = snapl15,
  year = 2015,
  month = may,
  jh = yes,
}

@talk{snapl15a-talk,
  title = {A {Theory AB} Toolbox},
  organization = snapl15,
  year = 2015,
  month = may,
  jh = yes,
}

@talk{cornell15-talk,
  title = {Verifying Accuracy of Randomized Algorithms},
  organization = {PL Discussion Group, Cornell University},
  year = 2015,
  month = mar,
  jh = yes,
}


@talk{popl15-talk,
  title = {Higher-Order Relational Refinement Types for Mechanism Design and Differential Privacy},
  organization = popl15,
  year = 2015,
  month = jan,
  jh = yes,
}

@talk{lix14-talk,
  title = {Jointly Private Convex Programming},
  organization = {Com\`ete-Parsifal Seminar, {LIX}, \'Ecole Polytechnique},
  year = 2014,
  month = nov,
  jh = yes,
}

@talk{dundee14-talk,
  title = {Jointly Private Convex Programming},
  organization = {University of Dundee},
  year = 2014,
  month = nov,
  jh = yes,
}

@talk{csf14-talk,
  title = {Differential Privacy: {An} Economic Method for Choosing Epsilon},
  organization = csf14,
  year = 2014,
  month = jul,
  jh = yes,
}

@talk{icalp14-talk,
  title = {Privately Solving Linear Programs},
  organization = icalp14,
  year = 2014,
  month = jul,
  jh = yes,
}

@talk{simons13-talk,
  title = {Dual Query Release},
  organization = {Simons workshop on Big Data and Differential Privacy},
  year = 2013,
  month = dec,
  jh = yes,
}

@talk{lix13-talk,
  title = {Private Matchings and Allocations},
  organization = {Com\`ete-Parsifal Seminar, {LIX}, \'Ecole Polytechnique},
  year = 2013,
  month = dec,
  jh = yes,
}

@talk{stoc13-talk,
  title = {Private Equilibrium Computation for Analyst Privacy},
  organization = stoc13,
  year = 2013,
  month = jun,
  jh = yes,
}

@talk{dimacs12-talk,
  title = {Analyst Privacy---the State Strikes Back!},
  organization = {{DIMACS} Workshop on Recent Work on Differential Privacy across Computer Science},
  year = 2012,
  month = oct,
  jh = yes,
}

@talk{icalp12-talk,
  title = {Distributed Private Heavy Hitters},
  organization = icalp12,
  year = 2012,
  month = jul,
  jh = yes,
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% OTHER %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@article{job-matching,
  title   = {Job Matching, Coalition Formation, and Gross Substitutes},
  volume  = {50},
  number  = {6},
  urldate = {2013--07--07},
  journal = {Econometrica},
  author  = {Kelso, Alexander and Crawford, Vincent},
  year    = {1982},
  pages   = {1483--1504},
  url     = {https://EconPapers.repec.org/RePEc:ecm:emetrp:v:50:y:1982:i:6:p:1483-1504}
}                  
@article{CSS10,
  title   = {Private and continual release of statistics},
  volume  = {14},
  url     = {https://eprint.iacr.org/2010/076.pdf},
  number  = {3},
  urldate = {2013--06--23},
  journal = tissec,
  author  = {Chan, T.-H. Hubert and Shi, Elaine and Song, Dawn},
  year    = {2011},
  pages   = {26},
}

@inproceedings{DNPR10,
  title     = {Differential privacy under continual observation},
  author    = {Dwork, Cynthia and Naor, Moni and Pitassi, Toniann and Rothblum, Guy N.},
  url       = {https://www.mit.edu/~rothblum/papers/continalobs.pdf},
  booktitle = stoc10,
  pages     = {715--724},
  year      = {2010},
}

@inproceedings{DNV12,
  title     = {The privacy of the analyst and the power of the state},
  author    = {Dwork, Cynthia and Naor, Moni and Vadhan, Salil},
  booktitle = focs12,
  pages     = {400--409},
  url       = {https://projects.iq.harvard.edu/files/privacytools/files/06375318.pdf},
  year      = {2012}
}

@article{PR13,
  title   = {Privacy and Mechanism Design},
  author  = {Pai, Mallesh and Roth, Aaron},
  url     = {https://arxiv.org/abs/1306.2083},
  journal = sigecom,
  year    = {2013}
}

@inproceedings{NRS07,
  title     = {Smooth sensitivity and sampling in private data analysis},
  url       = {https://www.cse.psu.edu/~asmith/pubs/NRS07/NRS07-full-draft-v1.pdf},
  author    = {Nissim, Kobbi and Raskhodnikova, Sofya and Smith, Adam},
  booktitle = stoc07,
  pages     = {75--84},
  year      = {2007},
}

@inproceedings{RR14,
  title     = {Asymptotically truthful equilibrium selection in large congestion games},
  author    = {Rogers, Ryan and Roth, Aaron},
  booktitle = ec14,
  pages     = {771--782},
  year      = {2014},
  url       = {https://arxiv.org/abs/1311.2625}
}

@inproceedings{GLMRT10,
  title     = {Differentially private combinatorial optimization},
  url       = {https://arxiv.org/abs/0903.4510},
  author    = {Gupta, Anupam and Ligett, Katrina and {McSherry}, Frank and Roth,
    Aaron and Talwar, Kunal},
  booktitle = soda10,
  pages     = {1106--1125},
  year      = {2010},
}

@article{GS99,
  title     = {Walrasian equilibrium with gross substitutes},
  author    = {Gul, Faruk and Stacchetti, Ennio},
  url       = {https://www.princeton.edu/~fgul/walras.pdf},
  journal   = jet,
  volume    = {87},
  number    = {1},
  pages     = {95--124},
  year      = {1999},
  publisher = elsevier
}

@article{BLR08,
  title   = {A learning theory approach to noninteractive database privacy},
  author  = {Blum, Avrim and Ligett, Katrina and Roth, Aaron},
  journal = jacm,
  url     = {https://arxiv.org/abs/1109.2229},
  volume  = {60},
  number  = {2},
  pages   = {12},
  year    = {2013},
}

@inproceedings{HR10,
  title     = {A multiplicative weights mechanism for privacy-preserving data analysis},
  author    = {Hardt, Moritz and Rothblum, Guy N},
  url       = {https://www.mit.edu/~rothblum/papers/pmw.pdf},
  booktitle = focs10,
  pages     = {61--70},
  year      = {2010},
}

@inproceedings{DN03,
  title     = {Revealing information while preserving privacy},
  author    = {Dinur, Irit and Nissim, Kobbi},
  url       = {https://www.cse.psu.edu/~asmith/privacy598/papers/dn03.pdf},
  booktitle = pods03,
  pages     = {202--210},
  year      = {2003},
}

@article{DR14,
  author    = {Cynthia Dwork and
               Aaron Roth},
  title     = {The Algorithmic Foundations of Differential Privacy},
  journal   = {Foundations and Trends in Theoretical Computer Science},
  year      = {2014},
  volume    = {9},
  number    = {3--4},
  pages     = {211--407},
  doi       = {10.1561/0400000042},
  url       = {https://dx.doi.org/10.1561/0400000042},
  timestamp = {Tue, 28 Oct 2014 14:00:24 +0100},
  biburl    = {https://dblp.uni-trier.de/rec/bib/journals/fttcs/DworkR14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{KPRU14,
  title     = {Mechanism Design in Large Games: Incentives and Privacy},
  url       = {https://arxiv.org/abs/1207.4084},
  author    = {Kearns, Michael and Pai, Mallesh and Roth, Aaron and Ullman, Jonathan},
  pages     = {403--410},
  booktitle = itcs14,
  year      = {2014}
}

@inproceedings{DRV10,
	title     = {Boosting and Differential Privacy},
	url       = {https://research.microsoft.com/pubs/155170/dworkrv10.pdf},
	booktitle = focs10,
	author    = {Dwork, Cynthia and Rothblum, Guy N. and Vadhan, Salil},
	year      = {2010},
  doi       = {10.1109/FOCS.2010.12},
	keywords  = {Algorithms, {CS}, {DP}, Learning Theory},
	pages     = {51--60},
}

@inproceedings{FPT04,
  title     = {The complexity of pure Nash equilibria},
  author    = {Fabrikant, Alex and Papadimitriou, Christos and Talwar, Kunal},
  url       = {https://research.microsoft.com/pubs/74349/pub10-pure.pdf},
  booktitle = stoc04,
  pages     = {604--612},
  year      = {2004},
}

@article{MS96,
  title     = {Potential games},
  author    = {Monderer, Dov and Shapley, Lloyd S.},
  journal   = geb,
  url       = {https://www.cs.bu.edu/~steng/teaching/Fall2008/potential.pdf},
  volume    = {14},
  number    = {1},
  pages     = {124--143},
  year      = {1996},
  publisher = {Elsevier}
}

@inproceedings{CK05,
  title     = {The price of anarchy of finite congestion games},
  author    = {Christodoulou, George and Koutsoupias, Elias},
  url       = {https://dl.acm.org/citation.cfm?id=1060600},
  booktitle = stoc05,
  pages     = {67--73},
  year      = {2005},
}

@inproceedings{AAE05,
  title     = {The price of routing unsplittable flow},
  author    = {Awerbuch, Baruch and Azar, Yossi and Epstein, Amir},
  booktitle = stoc05,
  url       = {https://dl.acm.org/citation.cfm?id=1060599},
  pages     = {57--66},
  year      = {2005},
}

@inproceedings{Rou09,
  title     = {Intrinsic robustness of the price of anarchy},
  author    = {Roughgarden, Tim},
  url       = {https://theory.stanford.edu/~tim/papers/robust.pdf},
  booktitle = stoc09,
  pages     = {513--522},
  year      = {2009},
}

@inproceedings{BHLR08,
  title     = {Regret minimization and the price of total anarchy},
  author    = {Blum, Avrim and {HajiAghayi}, {MohammadTaghi} and Ligett, Katrina
    and Roth, Aaron},
  url       = {https://dl.acm.org/citation.cfm?id=1374430},
  booktitle = stoc08,
  pages     = {373--382},
  year      = {2008},
}

@inproceedings{HLM12,
  title     = {A Simple and Practical Algorithm for Differentially Private Data Release},
  author    = {Moritz Hardt and Katrina Ligett and Frank {McSherry}},
  booktitle = nips12,
  pages     = {2348--2356},
  url       = {https://arxiv.org/abs/1012.4763},
  year      = 2012
}

@inproceedings{Ullman13,
  title     = {Answering $n^{2+ o(1)}$ counting queries with differential
    privacy is hard},
  author    = {Ullman, Jonathan},
  booktitle = stoc13,
  pages     = {361--370},
  url       = {https://arxiv.org/abs/1207.6945},
  year      = 2013
}
@inproceedings{MT07,
  author    = {Frank {McSherry} and
               Kunal Talwar},
  title     = {Mechanism Design via Differential Privacy},
  booktitle = focs07,
  pages     = {94--103},
  doi       = {10.1109/FOCS.2007.66},
  url       = {https://doi.ieeecomputersociety.org/10.1109/FOCS.2007.41},
  year      = 2007
}

@inproceedings{FS96,
  title     = {Game theory, on-line prediction and boosting},
  author    = {Freund, Y. and Schapire, R.E.},
  booktitle = colt96,
  pages     = {325--332},
  url       = {https://dl.acm.org/citation.cfm?id=238163 },
  year      = 1996
}

@inproceedings{BDMN05,
  title     = {Practical privacy: the {SuLQ} framework},
  author    = {Avrim Blum and
               Cynthia Dwork and
               Frank {McSherry} and
               Kobbi Nissim},
  booktitle = pods05,
  pages     = {128--138},
  url       = {https://research.microsoft.com/pubs/64351/bdmn.pdf},
  year      = 2005
}

@inproceedings{GRU12,
  title     = {Iterative constructions and private data release},
  author    = {Gupta, Anupam and Roth, Aaron and Jonathan Ullman},
  booktitle = tcc12,
  pages     = {339--356},
  url       = {https://arxiv.org/abs/1107.3731},
  year      = 2012
}

@inproceedings{airavat,
  author       = {Indrajit Roy and Srinath Setty and Ann Kilzer and Vitaly
    Shmatikov and Emmett Witchel},
  title        = {Airavat: Security and Privacy for {MapReduce}},
  booktitle    = nsdi10,
  url          = {https://dl.acm.org/citation.cfm?id=1855731 },
  year         = 2010
}

@inproceedings{pinq,
  author       = {{McSherry}, Frank},
  booktitle    = sigmod09,
  title        = {Privacy Integrated Queries},
  pages        = {19--30},
  url          = {https://research.microsoft.com/pubs/80218/sigmod115-mcsherry.pdf},
  doi          = {10.1145/1559845.1559850},
  year         = 2009
}

@inproceedings{zhang-2011-privatemining,
  author       = {Zhang, Ning and Li, Ming and Lou, Wenjing},
  title        = {Distributed Data Mining with Differential Privacy},
  booktitle    = icc11,
  url          = {https://dl.acm.org/citation.cfm?id=1835868},
  year         = 2011
}

@inproceedings{evfimievski-2002-associationrules,
 author        = {Evfimievski, Alexandre and
                  Srikant, Ramakrishnan and
                  Agrawal, Rakesh and
                  Gehrke, Johannes},
 title         = {Privacy preserving mining of association rules},
 booktitle     = kdd02,
 url           = {https://www.cs.cornell.edu/johannes/papers/2002/kdd2002-privacy.pdf},
 year          = 2002
} 

@inproceedings{t-closeness,
  author       = {Ninghui Li and Tiancheng Li and Suresh Venkatasubramanian},
  title        = {$t$-{Closeness}: {Privacy} beyond $k$-anonymity and $l$-diversity},
  booktitle    = icde07,
  url          = {https://www.cs.purdue.edu/homes/ninghui/papers/t_closeness_icde07.pdf},
  year         = 2007
}

@article{k-anonymity,
 author        = {Sweeney, Latanya},
 title         = {$k$-{Anonymity}: {A} model for protecting privacy},
 journal       = jufks,
 volume        = {10},
 number        = {5},
 year          = {2002},
 pages         = {557--570},
 url           = {https://dl.acm.org/citation.cfm?id=774552}
} 

@article{aol,
  author       = {Michael Barbaro and Tom Zeller},
  title        = {A Face Is Exposed for {AOL} Searcher {No.} 4417749},
  journal      = {The New York Times},
  day          = 9,
  month        = aug,
  year         = 2006,
  url          = {https://www.nytimes.com/2006/08/09/technology/09aol.html}
}

@inproceedings{NV08,
  author       = {Arvind Narayanan and
               Vitaly Shmatikov},
  title        = {Robust De-anonymization of Large Sparse Datasets},
  booktitle    = sp08,
  year         = {2008},
  pages        = {111--125},
  url          = {https://arxiv.org/abs/cs/0610105}
}

@inproceedings{BLST10,
  author       = {Raghav Bhaskar and
                  Srivatsan Laxman and
                  Adam Smith and
                  Abhradeep Thakurta},
  title        = {Discovering frequent patterns in sensitive data},
  booktitle    = kdd10,
  pages        = {503--512},
  year         = 2010,
  url          = {https://dl.acm.org/citation.cfm?id=1835869}
}

@inproceedings{CM08,
  author       = {Kamalika Chaudhuri and Claire Monteleoni},
  title        = {Privacy-preserving logistic regression},
  booktitle    = nips08,
  pages        = {289--296},
  year         = 2008,
  url          = {https://books.nips.cc/papers/files/nips21/NIPS2008_0964.pdf}
}

@inproceedings{CH11,
  title        = {Sample Complexity Bounds for Differentially Private Learning},
  author       = {Chaudhuri, Kamalika and Hsu, Daniel},
  booktitle    = colt11,
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  volume       = {19},
  pages        = {155--186},
  url          = {https://jmlr.org/proceedings/papers/v19/chaudhuri11a/chaudhuri11a.pdf},
  year         = {2011}
}

@article{BKOZ13-toplas,
  author       = {Barthe, Gilles and
                  K{\"{o}}pf, Boris and
                  Olmedo, Federico and
                  Zanella{-}B{\'{e}}guelin, Santiago},
  title        = {Probabilistic Relational Reasoning for Differential Privacy},
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  volume       = {35},
  number       = {3},
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  month        = nov,
  year         = {2013},
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  url          = {https://software.imdea.org/~bkoepf/papers/toplas13.pdf},
}

@inproceedings{ReedPierce10,
  author       = {Jason Reed and Benjamin C. Pierce},
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  booktitle    = icfp10,
  year         = 2010,
  pages        = {157--168},
  doi          = {10.1145/1863543.1863568},
  url          = {https://dl.acm.org/citation.cfm?id=1863568}
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@inproceedings{winq,
  title        = {A workflow for differentially-private graph synthesis},
  author       = {Proserpio, Davide and Goldberg, Sharon and {McSherry}, Frank},
  booktitle    = wosn12,
  year         = 2012,
  pages        = {13--18},
  url          = {https://arxiv.org/abs/1203.3453}
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@article{KLNRS08,
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  journal      = siamjc,
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  number       = {3},
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  year         = {2011},
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@inproceedings{UV11,
  title        = {{PCPs} and the hardness of generating private synthetic data},
  author       = {Ullman, Jonathan and Vadhan, Salil},
  booktitle    = tcc11,
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  url          = {https://eccc.hpi-web.de/report/2010/017/revision/2/download},
  year         = {2011}
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@inproceedings{DNRRV09,
  title        = {On the complexity of differentially private data release: efficient
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  author       = {Cynthia Dwork and
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                  Salil P. Vadhan},
  booktitle    = stoc09,
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  year         = {2009},
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@article{AHK12,
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@phdthesis{Garg13,
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@inproceedings{GargGentryHalevi13,
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@inproceedings{BNS13,
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@article{CMS11,
  title        = {Differentially private empirical risk minimization},
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@article{RBHT09,
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  url          = {https://repository.cmu.edu/cgi/viewcontent.cgi?article=1065&context=jpc}
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  year         = {2012},
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@inproceedings{CSS12,
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  url          = {https://books.nips.cc/papers/files/nips25/NIPS2012_0482.pdf},
  year         = {2012}
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  year         = {2013}
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  year         = 2010
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@inproceedings{GHRU11,
  title        = {Privately releasing conjunctions and the statistical query barrier},
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  pages        = {803--812},
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  year         = {2011}
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@inproceedings{TS13a,
  title        = {Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso},
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  series       = pmlr,
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  url          = {https://jmlr.org/proceedings/papers/v30/Guha13.pdf},
  year         = {2013}
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@article{LM12,
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@inproceedings{CPSY12,
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@inproceedings{CV13,
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@inproceedings{DNT14,
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	Booktitle    = popl09,
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	Title        = {Formal Certification of Code-Based Cryptographic Proofs},
	Year         = {2009},
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  author       = {Barthe, Gilles and
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author         = {Andrei Lapets and Alex Levin and David Parkes},
title          = {{A Typed Truthful Language for One-dimensional Truthful Mechanism Design}},
number         = {BUCS-TR-2008--026},
year           = {2008},
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@misc{Fang14,
author         = {Ye Fang and Swarat Chaudhuri and  Moshe Vardi},
title          = {{Computer-aided mechanism design}},
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  author       = {Chris Casinghino and Vilhelm Sj{\"o}berg and Stephanie Weirich},
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  title        = {A Qualitative Comparison of the Suitability of Four Theorem
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@misc{FB:differential-privacy,
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  institution = {Facebook Research},
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title={The Semantics and Proof Theory of the Logic of Bunched Implications},
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  year      = {2019},
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@inproceedings{DBLP:conf/atva/BartocciKS19,
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               Javier Esparza},
  title     = {Automatic Generation of Moment-Based Invariants for Prob-Solvable
               Loops},
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  editor    = {Stephen N. Freund and
               Eran Yahav},
  title     = {Quantitative analysis of assertion violations in probabilistic programs},
  booktitle = pldi21,
  pages     = {1171--1186},
  publisher = {{ACM}},
  year      = {2021},
  url       = {https://doi.org/10.1145/3453483.3454102},
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}

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  title     = {{M}onte {C}arlo {M}arkov Chain Algorithms for Sampling {S}trongly
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@article{DBLP:journals/ftml/KuleszaT12,
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@inproceedings{10.1145/2593882.2593900,
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@inproceedings{DBLP:conf/pldi/WangS0CG21,
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               Hongfei Fu and
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  editor    = {Stephen N. Freund and
               Eran Yahav},
  title     = {Quantitative analysis of assertion violations in probabilistic programs},
  booktitle = pldi21,
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  year      = {2021},
  url       = {https://doi.org/10.1145/3453483.3454102},
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@book{barthe_katoen_silva_2020,
  place={Cambridge},
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  year={2020}}

@inproceedings{DBLP:conf/ifip/Freivalds77,
  author    = {Rusins Freivalds},
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  booktitle = {{IFIP} Congress},
  pages     = {839--842},
  publisher = {North-Holland},
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@inproceedings{DBLP:conf/ccs/Mironov12,
  author    = {Ilya Mironov},
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  booktitle = ccs12,
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  year      = {2012}
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@inproceedings{DBLP:conf/issta/GeldenhuysDV12,
  author    = {Jaco Geldenhuys and
               Matthew B. Dwyer and
               Willem Visser},
  editor    = {Mats Per Erik Heimdahl and
               Zhendong Su},
  title     = {Probabilistic symbolic execution},
  booktitle = issta,
  pages     = {166--176},
  year      = {2012},
  url       = {https://doi.org/10.1145/2338965.2336773},
  doi       = {10.1145/2338965.2336773},
  timestamp = {Tue, 06 Nov 2018 16:57:30 +0100},
  biburl    = {https://dblp.org/rec/conf/issta/GeldenhuysDV12.bib},
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@inproceedings{DBLP:conf/icse/FilieriPV13,
  author    = {Antonio Filieri and
               Corina S. Pasareanu and
               Willem Visser},
  editor    = {David Notkin and
               Betty H. C. Cheng and
               Klaus Pohl},
  title     = {Reliability analysis in symbolic pathfinder},
  booktitle = icse13,
  pages     = {622--631},
  year      = {2013},
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  doi       = {10.1109/ICSE.2013.6606608},
  timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl    = {https://dblp.org/rec/conf/icse/FilieriPV13.bib},
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@inproceedings{DBLP:conf/asplos/KangXQC21,
  author    = {Qiao Kang and
               Jiarong Xing and
               Yiming Qiu and
               Ang Chen},
  editor    = {Tim Sherwood and
               Emery D. Berger and
               Christos Kozyrakis},
  title     = {Probabilistic profiling of stateful data planes for adversarial testing},
  booktitle = asplos21,
  pages     = {286--301},
  year      = {2021},
  url       = {https://doi.org/10.1145/3445814.3446764},
  doi       = {10.1145/3445814.3446764},
  timestamp = {Tue, 21 Sep 2021 18:28:10 +0200},
  biburl    = {https://dblp.org/rec/conf/asplos/KangXQC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ccs/Ilvento20,
  author    = {Christina Ilvento},
  editor    = {Jay Ligatti and
               Xinming Ou and
               Jonathan Katz and
               Giovanni Vigna},
  title     = {Implementing the Exponential Mechanism with Base-2 Differential Privacy},
  booktitle = ccs20,
  pages     = {717--742},
  year      = {2020},
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  doi       = {10.1145/3372297.3417269},
  timestamp = {Tue, 10 Nov 2020 19:57:25 +0100},
  biburl    = {https://dblp.org/rec/conf/ccs/Ilvento20.bib},
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@inproceedings{DBLP:conf/kbse/LiewSCDZW17,
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               Cristian Cadar and
               Alastair F. Donaldson and
               Rafael Z{\"{a}}hl and
               Klaus Wehrle},
  editor    = {Grigore Rosu and
               Massimiliano Di Penta and
               Tien N. Nguyen},
  title     = {Floating-point symbolic execution: a case study in n-version programming},
  booktitle = {Proceedings of the 32nd {IEEE/ACM} International Conference on Automated
               Software Engineering, {ASE} 2017, Urbana, IL, USA, October 30 - November
               03, 2017},
  pages     = {601--612},
  publisher = {{IEEE} Computer Society},
  year      = {2017},
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  doi       = {10.1109/ASE.2017.8115670},
  timestamp = {Sat, 05 Sep 2020 18:05:11 +0200},
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@article{king1976,
	author = {King, James C.},
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	publisher = acm,
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	keywords = {program debugging, program proving, symbolic interpretation, program verification, symbolic execution, program testing}
}

@inproceedings{cadar2008,
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	editor    = {Richard Draves and
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	for Complex Systems Programs},
	booktitle = osdi08,
	pages     = {209--224},
	year      = {2008},
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@inproceedings{10.1145/800027.808445,
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booktitle = {International Conference on Reliable Software, Los Angeles, California},
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numpages = {12},
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}

@ARTICLE{1702443,
  author={Howden, W.E.},
  journal={{IEEE} Transactions on Software Engineering}, 
  title={Symbolic Testing and the {DISSECT} Symbolic Evaluation System}, 
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@article{DBLP:journals/acta/ChistikovDM17,
  author    = {Dmitry Chistikov and
               Rayna Dimitrova and
               Rupak Majumdar},
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               programs},
  journal   = {Acta Informatica},
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@INPROCEEDINGS{7102601,
  author={Yi, Qiuping and Yang, Zijiang and Guo, Shengjian and Wang, Chao and Liu, Jian and Zhao, Chen},
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@inproceedings{DBLP:conf/cav/McMillan10,
  author    = {Kenneth L. McMillan},
  editor    = {Tayssir Touili and
               Byron Cook and
               Paul B. Jackson},
  title     = {Lazy Annotation for Program Testing and Verification},
  booktitle = cav10,
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  volume    = {6174},
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  timestamp = {Tue, 14 May 2019 10:00:43 +0200},
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@inproceedings{10.1145/1190216.1190226,
author = {Godefroid, Patrice},
title = {Compositional Dynamic Test Generation},
year = {2007},
isbn = {1595935754},
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url = {https://doi.org/10.1145/1190216.1190226},
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keywords = {compositional program analysis, software testing, program verification, scalability, automatic test generation},
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@inproceedings{DBLP:conf/rv/HansenSS09,
  author    = {Trevor Hansen and
               Peter Schachte and
               Harald S{\o}ndergaard},
  editor    = {Saddek Bensalem and
               Doron A. Peled},
  title     = {State Joining and Splitting for the Symbolic Execution of Binaries},
  booktitle = rv09,
  series    = lncs,
  volume    = {5779},
  pages     = {76--92},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-04694-0\_6},
  doi       = {10.1007/978-3-642-04694-0\_6},
  timestamp = {Tue, 14 May 2019 10:00:51 +0200},
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@inproceedings{demoura2008,
  author = {de Moura, Leonardo and Bj{\o}rner, Nikolaj},
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  year = {2008},
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@article{DBLP:journals/corr/abs-1811-01721,
  author    = {Jeff Johnson},
  title     = {Rethinking floating point for deep learning},
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  volume    = {abs/1811.01721},
  year      = {2018},
  url       = {http://arxiv.org/abs/1811.01721},
  eprinttype = {arXiv},
  eprint    = {1811.01721},
  timestamp = {Thu, 22 Nov 2018 17:58:30 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1811-01721.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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@misc{google-dp,
  author = {Google},
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@inproceedings{DBLP:conf/pldi/BlanchetCCFMMMR03,
  author    = {Bruno Blanchet and
               Patrick Cousot and
               Radhia Cousot and
               J{\'{e}}r{\^{o}}me Feret and
               Laurent Mauborgne and
               Antoine Min{\'{e}} and
               David Monniaux and
               Xavier Rival},
  editor    = {Ron Cytron and
               Rajiv Gupta},
  title     = {A static analyzer for large safety-critical software},
  booktitle = pldi03,
  pages     = {196--207},
  year      = {2003},
  url       = {https://doi.org/10.1145/781131.781153},
  doi       = {10.1145/781131.781153},
  timestamp = {Fri, 25 Jun 2021 17:17:37 +0200},
  biburl    = {https://dblp.org/rec/conf/pldi/BlanchetCCFMMMR03.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/sas/GoubaultP06,
  author    = {Eric Goubault and
               Sylvie Putot},
  editor    = {Kwangkeun Yi},
  title     = {Static Analysis of Numerical Algorithms},
  booktitle = sas06,
  series    = lncs,
  volume    = {4134},
  pages     = {18--34},
  publisher = {Springer},
  year      = {2006},
  url       = {https://doi.org/10.1007/11823230\_3},
  doi       = {10.1007/11823230\_3},
  timestamp = {Tue, 14 May 2019 10:00:52 +0200},
  biburl    = {https://dblp.org/rec/conf/sas/GoubaultP06.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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@book{DBLP:books/sp/Devroye86,
  author    = {Luc Devroye},
  title     = {Non-Uniform Random Variate Generation},
  publisher = {Springer},
  year      = {1986},
  url       = {https://doi.org/10.1007/978-1-4613-8643-8},
  doi       = {10.1007/978-1-4613-8643-8},
  isbn      = {978-1-4613-8645-2},
  timestamp = {Wed, 24 Jul 2019 16:59:05 +0200},
  biburl    = {https://dblp.org/rec/books/sp/Devroye86.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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