%%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @unpublished{BGHT21, title = {A Separation Logic for Negative Dependence}, author = {Bao, Jialu and Gaboardi, Marco and Hsu, Justin and Tassarotti, Joseph}, year = 2021, jh = yes, jhsite = no, } @unpublished{SLHR21, title = {Symbolic Execution for Randomized Programs}, author = {Susag, Zachary and Lahiri, Sumit and Hsu, Justin and Roy, Subhajit}, year = 2021, jh = yes, jhsite = no, } @unpublished{BPHR21, title = {Data-Driven Invariant Learning for Probabilistic Programs}, author = {Bao, Jialu and Pathak, Drashti and Hsu, Justin and Roy, Subhajit}, url =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 = 2021, 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{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{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}, 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