justin-site/bibs/myrefs.bib

%%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@unpublished{BEGHS16,
  title  = {Relational expectation properties by probabilistic coupling},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {P}ierre-{Y}ves},
  year   = 2016,
  jh     = yes,
  url    = {http://justinh.su/files/papers/bounded.pdf},
}

@unpublished{BEGGHS16,
  title  = {Formal certification of randomized algorithms},
  author = {Barthe, Gilles and
            Espitau, Thomas and
            Gaboardi, Marco and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {P}ierre-{Y}ves},
  year   = 2016,
  jh     = yes,
  url    = {http://justinh.su/files/papers/ellora.pdf},
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% JOURNALS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@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      = {2016},
  month     = {},
  url       = {http://arxiv.org/abs/1402.1526},
  publisher = bepress,
  jh        = yes,
  reviewed  = yes,
  poster    = {http://justinh.su/files/posters/dualquery.pdf},
  note      = "To appear. 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       = {http://arxiv.org/abs/1311.2828},
  jh        = yes,
  reviewed  = yes,
  poster    = {http://justinh.su/files/posters/matchings.pdf},
  note      = "Previously published in " # stoc14 # ", 2014."
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%% CONFERENCES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@inproceedings{BGHS16,
  title  = {Coupling proofs are probabilistic product programs},
  author = {Barthe, Gilles and
            Gr{\'e}goire, Benjamin and
            Hsu, Justin and
            Strub, {P}ierre-{Y}ves},
  booktitle = popl17,
  year   = 2017,
  url    = {http://arxiv.org/abs/1607.03455},
  jh     = yes,
  plclub    = yes,
  reviewed = yes,
  note   = {To appear.}
}

@inproceedings{ACGHK16,
  title  = {A semantic account of metric preservation},
  author = {de Amorim, Arthur Azevedo and
            Gaboardi, Marco and
            Hsu, Justin and
            Katsumata, {Shin-ya} and
            Cherigui, Ikram},
  booktitle = popl17,
  year   = 2017,
  url    = {http://justinh.su/files/papers/metric-sem.pdf},
  jh     = yes,
  plclub    = yes,
  reviewed = yes,
  note   = {To appear.}
}

@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,
  url    = {http://arxiv.org/abs/1502.04052},
  slides = {http://justinh.su/files/slides/bic.pdf},
  jh     = 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, {P}ierre-{Y}ves},
  booktitle = ccs16,
  year    = 2016,
  url     = {https://arxiv.org/abs/1606.07143},
  jh      = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {137/831=0.17},
  slides  = {http://justinh.su/files/slides/advanced.pdf},
}

@inproceedings{privinfer,
  title  = {Differentially private {B}ayesian 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},
  jh     = yes,
  plclub    = yes,
  reviewed = yes,
  acceptance = {137/831=0.17},
}

@inproceedings{BEFFH16,
  title  = {Synthesizing probabilistic invariants via {D}oob'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},
  jh      = 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, {P}ierre-{Y}ves},
  booktitle = icalp16,
  pages     = {107:1--107:15},
  volume    = {55},
  series    = lipics,
  year    = 2016,
  publisher = dagstuhl,
  url     = {http://arxiv.org/abs/1602.05681},
  jh      = 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, {P}ierre-{Y}ves},
  booktitle = lics16,
  year    = 2016,
  url     = {http://arxiv.org/abs/1601.05047},
  jh      = yes,
  plclub    = yes,
  reviewed = yes,
  slides  = {http://justinh.su/files/slides/approx-couplings.pdf},
}

@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     = {http://arxiv.org/abs/1511.00925},
  jh      = 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       = {http://arxiv.org/abs/1411.0998},
  jh        = yes,
  reviewed = yes,
  slides    = {http://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, {P}ierre-{Y}ves},
  booktitle = lpar15,
  pages     = {387--401},
  volume    = {9450},
  series    = lncs,
  year      = 2015,
  publisher = springer,
  url       = {http://arxiv.org/abs/1509.03476},
  jh        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {http://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       = {http://arxiv.org/abs/1508.03593},
  jh        = 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       = {http://justinh.su/files/papers/theory-ab.pdf},
  jh        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {http://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       = {http://arxiv.org/abs/1407.6845},
  jh        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {http://justinh.su/files/slides/hoare2.pdf},
  acceptance = {52/227=0.23},
}

@inproceedings{AGGH14,
  author    = {de Amorim, Arthur Azevedo 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       = {http://arxiv.org/abs/1503.04522},
  jh        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {http://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 {H}oare logic},
  booktitle = csf14,
  pages     = {411--424},
  year      = {2014},
  url       = {http://arxiv.org/abs/1407.2988},
  jh        = 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       = {http://arxiv.org/abs/1402.3329},
  jh        = yes,
  plclub    = yes,
  reviewed  = yes,
  slides    = {http://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       = {http://arxiv.org/abs/1402.3631},
  jh        = yes,
  reviewed  = yes,
  slides    = {http://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    = jmlrproc,
  year      = {2014},
  publisher = jmlr,
  reviewed  = yes,
  url       = {http://arxiv.org/abs/1402.1526},
  jh        = yes,
  slides    = {http://justinh.su/files/slides/dualquery.pdf},
  poster    = {http://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       = {http://arxiv.org/abs/1311.2828},
  timestamp = {Wed, 22 Oct 2014 14:44:14 +0200},
  biburl    = {http://dblp.uni-trier.de/rec/bib/conf/stoc/HsuHRRW14},
  bibsource = {dblp computer science bibliography, http://dblp.org},
  jh        = yes,
  poster    = {http://justinh.su/files/poster/matchings.pdf},
  acceptance = {91/319=0.29},
}

@inproceedings{WHE13,
  title     = {{S}ystem {FC} with explicit kind equality},
  author    = {Weirich, Stephanie and
               Hsu, Justin and
               Eisenberg, Richard A.},
  booktitle = icfp13,
  pages     = {275--286},
  year      = {2013},
  url       = {http://www.cis.upenn.edu/~justhsu/docs/nokinds.pdf},
  jh        = 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, Jonathon},
  url       = {http://arxiv.org/abs/1211.0877},
  booktitle = stoc13,
  pages     = {341--350},
  year      = {2013},
  jh        = yes,
  reviewed  = yes,
  slides    = {http://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       = {http://dl.acm.org/citation.cfm?id=2429113},
  year      = {2013},
  jh        = 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       = {http://arxiv.org/abs/1202.4910},
  note      = {Thanks to Raef Bassily and Adam Smith for spotting an error, now
               fixed.},
  jh        = yes,
  reviewed  = yes,
  slides    = {http://justinh.su/files/slides/heavy-hh.pdf},
  acceptance = {123/433=0.28},
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% SURVEYS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@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},
	address    = {New York, NY, USA},
	url        = {http://siglog.hosting.acm.org/wp-content/uploads/2016/01/siglog_news_7.pdf},
	jh         = yes,
  plclub    = yes,
  reviewed   = no,
} 

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 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.},
  url       = {http://fopara2013.cs.unibo.it/paper_8.pdf},
  booktitle = fopara,
  year      = {2013},
  jh        = yes,
  plclub    = yes,
  reviewed  = no,
}

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

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% TALKS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@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, MSR Cambridge UK},
  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 = {Cornell PL Discussion Group},
  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},
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}                  
@article{CSS10,
  title   = {Private and continual release of statistics},
  volume  = {14},
  url     = {http://eprint.iacr.org/2010/076.pdf},
  number  = {3},
  urldate = {2013--06--23},
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  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       = {http://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       = {http://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     = {http://arxiv.org/abs/1306.2083},
  journal = sigecom,
  year    = {2013}
}

@inproceedings{NRS07,
  title     = {Smooth sensitivity and sampling in private data analysis},
  url       = {http://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 M and Roth, Aaron},
  booktitle = ec14,
  pages     = {771--782},
  year      = {2014},
  url       = {http://arxiv.org/abs/1311.2625}
}

@inproceedings{GLMRT10,
  title     = {Differentially private combinatorial optimization},
  url       = {http://arxiv.org/abs/0903.4510},
  author    = {Gupta, Anupam and Ligett, Katrina and Mc{S}herry, 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       = {http://www.princeton.edu/~fgul/walras.pdf},
  journal   = jet,
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@article{BLR08,
  title   = {A learning theory approach to noninteractive database privacy},
  author  = {Blum, Avrim and Ligett, Katrina and Roth, Aaron},
  journal = jacm,
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  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       = {http://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       = {http://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},
  url       = {http://dx.doi.org/10.1561/0400000042},
  timestamp = {Tue, 28 Oct 2014 14:00:24 +0100},
  biburl    = {http://dblp.uni-trier.de/rec/bib/journals/fttcs/DworkR14},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{KPRU14,
  title     = {Mechanism Design in Large Games: Incentives and Privacy},
  url       = {http://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       = {http://research.microsoft.com/pubs/155170/dworkrv10.pdf},
	booktitle = focs10,
	author    = {Dwork, Cynthia and Rothblum, Guy N. and Vadhan, Salil},
	year      = {2010},
	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       = {http://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       = {http://www.cs.bu.edu/~steng/teaching/Fall2008/potential.pdf},
  volume    = {14},
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@inproceedings{CK05,
  title     = {The price of anarchy of finite congestion games},
  author    = {Christodoulou, George and Koutsoupias, Elias},
  url       = {http://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       = {http://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       = {http://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 Haji{A}ghayi, Mohammad{T}aghi and Ligett, Katrina
    and Roth, Aaron},
  url       = {http://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       = {http://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       = {http://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},
  url       = {http://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.},
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  year      = 1996
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@inproceedings{BDMN05,
  title     = {Practical privacy: the {SuLQ} framework},
  author    = {Avrim Blum and
               Cynthia Dwork and
               Frank Mc{S}herry and
               Kobbi Nissim},
  booktitle = pods05,
  pages     = {128--138},
  url       = {http://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       = {http://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          = {http://dl.acm.org/citation.cfm?id=1855731 },
  year         = 2010
}

@inproceedings{pinq,
  author       = {{McSherry}, Frank},
  booktitle    = sigmod09,
  title        = {Privacy integrated queries},
  url          = {http://research.microsoft.com/pubs/80218/sigmod115-mcsherry.pdf},
  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          = {http://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           = {http://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        = {$t$-{C}loseness: {P}rivacy 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         = {$k$-{A}nonymity: {A} model for protecting privacy},
 journal       = jufks,
 volume        = {10},
 number        = {5},
 year          = {2002},
 pages         = {557--570},
 url           = {http://dl.acm.org/citation.cfm?id=774552}
} 

@article{aol,
  author       = {Michael Barbaro and Tom Zeller},
  title        = {A Face Is Exposed for {AOL} Searcher {N}o. 4417749},
  journal      = {The New York Times},
  day          = 9,
  month        = aug,
  year         = 2006,
  url          = {http://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          = {http://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          = {http://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          = {http://books.nips.cc/papers/files/nips21/NIPS2008_0964.pdf}
}

@article{CH11,
  title        = {Sample Complexity Bounds for Differentially Private Learning},
  author       = {Chaudhuri, Kamalika and Hsu, Daniel},
  journal      = jmlr,
  volume       = {19},
  pages        = {155--186},
  url          = {http://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},
  journal      = toplas,
  volume       = {35},
  number       = {3},
  pages        = {9},
  year         = {2013},
  url          = {http://software.imdea.org/~bkoepf/papers/toplas13.pdf},
}

@inproceedings{ReedPierce10,
  author       = {Jason Reed and Benjamin C. Pierce},
  title        = {Distance Makes the Types Grow Stronger: {A} Calculus for
    Differential Privacy},
  booktitle    = icfp10,
  year         = 2010,
  url          = {http://dl.acm.org/citation.cfm?id=1863568}
}

@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          = {http://arxiv.org/abs/1203.3453}
}

@article{KLNRS08,
  title        = {What can we learn privately?},
  author       = {Kasiviswanathan, Shiva Prasad and Lee, Homin K. and Nissim, Kobbi
    and Raskhodnikova, Sofya and Smith, Adam},
  journal      = siamjc,
  volume       = {40},
  number       = {3},
  pages        = {793--826},
  year         = {2011},
  url          = {http://arxiv.org/abs/0803.0924},
  publisher    = {SIAM}
}

@inproceedings{UV11,
  title        = {{PCPs} and the hardness of generating private synthetic data},
  author       = {Ullman, Jonathan and Vadhan, Salil},
  booktitle    = tcc11,
  pages        = {400--416},
  url          = {http://eccc.hpi-web.de/report/2010/017/revision/2/download},
  year         = {2011}
}

@inproceedings{DNRRV09,
  title        = {On the complexity of differentially private data release: efficient
    algorithms and hardness results},
  author       = {Cynthia Dwork and
                  Moni Naor and
                  Omer Reingold and
                  Guy N. Rothblum and
                  Salil P. Vadhan},
  booktitle    = stoc09,
  pages        = {381--390},
  year         = {2009},
  url          = {http://dl.acm.org/citation.cfm?id=1536467}
}

@article{AHK12,
  title        = {The Multiplicative Weights Update Method: a Meta-Algorithm and
    Applications},
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  journal      = toc,
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  number       = {1},
  pages        = {121--164},
  url          = {http://tocbeta.cs.uchicago.edu/articles/v008a006/v008a006.pdf},
  year         = {2012}
}

@phdthesis{Garg13,
  title        = {Candidate Multilinear Maps},
  author       = {Sanjam Garg},
  school       = {{UCLA}},
  year         = {2013},
  url          = {http://www.cs.ucla.edu/~sanjamg/Sanjam%20Garg_files/sanjam-thesis.pdf}
}

@inproceedings{GargGentryHalevi13,
  title        = {Candidate multilinear maps from ideal lattices},
  author       = {Garg, Sanjam and Gentry, Craig and Halevi, Shai},
  booktitle    = eucrypt13,
  pages        = {1--17},
  year         = {2013},
  url          = {http://http://eprint.iacr.org/2012/610.pdf}
}

@article{BonehSilverberg03,
  title        = {Applications of multilinear forms to cryptography},
  author       = {Boneh, Dan and Silverberg, Alice},
  journal      = {Contemporary Mathematics},
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@inproceedings{barak2007privacy,
  title        = {Privacy, accuracy, and consistency too: a holistic solution to
    contingency table release},
  author       = {Barak, Boaz and Chaudhuri, Kamalika and Dwork, Cynthia and Kale,
    Satyen and Mc{S}herry, Frank and Talwar, Kunal},
  booktitle    = pods07,
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  url          = {http://research.microsoft.com/en-us/projects/DatabasePrivacy/contingency.pdf},
  year         = {2007}
}

@inproceedings{BNS13,
  title        = {Characterizing the sample complexity of private learners},
  author       = {Beimel, Amos and Nissim, Kobbi and Stemmer, Uri},
  booktitle    = itcs13,
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  year         = {2013},
  url          = {http://dl.acm.org/citation.cfm?id=2422450}
}

@article{CMS11,
  title        = {Differentially private empirical risk minimization},
  author       = {Chaudhuri, Kamalika and Monteleoni, Claire and Sarwate, Anand D.},
  journal      = jmlr,
  volume       = {12},
  pages        = {1069--1109},
  year         = {2011},
  url          = {http://jmlr.org/papers/volume12/chaudhuri11a/chaudhuri11a.pdf}
}

@article{RBHT09,
  title        = {Learning in a Large Function Space: Privacy-Preserving Mechanisms
    for {SVM} Learning},
  author       = {Rubinstein, Benjamin I. P. and Bartlett, Peter L. and Huang, Ling
    and Taft, Nina},
  journal      = jpc,
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  number       = {1},
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  url          = {http://repository.cmu.edu/cgi/viewcontent.cgi?article = 1065&context = jpc}
}

@article{KST12,
  title        = {Private convex empirical risk minimization and high-dimensional regression},
  author       = {Kifer, Daniel and Smith, Adam and Thakurta, Abhradeep},
  journal      = jmlr,
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  pages        = {41},
  year         = {2012},
  url          = {http://jmlr.org/proceedings/papers/v23/kifer12/kifer12.pdf}
}

@inproceedings{CSS12,
  title        = {Near-optimal differentially private principal components},
  author       = {Chaudhuri, Kamalika and Sarwate, Anand and Sinha, Kaushik},
  booktitle    = nips12,
  pages        = {998--1006},
  url          = {http://books.nips.cc/papers/files/nips25/NIPS2012_0482.pdf},
  year         = {2012}
}

@inproceedings{DJW13,
  title        = {Local privacy and statistical minimax rates},
  author       = {Duchi, John C and Jordan, Michael I. and Wainwright, Martin J.},
  booktitle    = focs13,
  url          = {http://www.cs.berkeley.edu/~jduchi/projects/DuchiJoWa13_focs.pdf},
  year         = {2013}
}

@inproceedings{TS13,
  title        = {(Nearly) Optimal Algorithms for Private Online Learning in
    Full-information and Bandit Settings},
  author       = {Thakurta, Abhradeep G. and Smith, Adam},
  booktitle    = nips13,
  pages        = {2733--2741},
  url          = {http://media.nips.cc/nipsbooks/nipspapers/paper_files/nips26/1270.pdf},
  year         = {2013}
}

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  title        = {A desicion-theoretic generalization of on-line learning and an
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  organization = springer
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@inproceedings{RR10,
  author       = {Aaron Roth and
               Tim Roughgarden},
  title        = {Interactive privacy via the median mechanism},
  booktitle    = stoc10,
  pages        = {765--774},
  url          = {http://arxiv.org/abs/0911.1813},
  year         = 2010
}

@inproceedings{GHRU11,
  title        = {Privately releasing conjunctions and the statistical query barrier},
  author       = {Gupta, Anupam and Hardt, Moritz and Roth, Aaron and Ullman, Jonathan},
  booktitle    = stoc11,
  pages        = {803--812},
  url          = {http://arxiv.org/abs/1011.1296},
  year         = {2011}
}

@inproceedings{TS13a,
  title        = {Differentially Private Feature Selection via Stability Arguments,
    and the Robustness of the Lasso},
  author       = {Thakurta, Abhradeep G. and Smith, Adam},
  booktitle    = colt13,
  pages        = {819--850},
  url          = {http://jmlr.org/proceedings/papers/v30/Guha13.pdf},
  year         = {2013}
}

@inproceedings{DL09,
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  author       = {Dwork, Cynthia and Lei, Jing},
  booktitle    = stoc09,
  pages        = {371--380},
  year         = {2009},
  url          = {http://research.microsoft.com/pubs/80239/dl09.pdf},
  organization = {ACM}
}

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@article{PST95,
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  author       = {Plotkin, Serge A. and Shmoys, David B. and Tardos, {\'E}va},
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@inproceedings{AK07,
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@inproceedings{CHRMM10,
  title        = {Optimizing linear counting queries under differential privacy},
  author       = {Li, Chao and Hay, Michael and Rastogi, Vibhor and Miklau, Gerome
    and Mc{G}regor, Andrew},
  booktitle    = pods10,
  pages        = {123--134},
  year         = {2010},
  url          = {http://arxiv.org/abs/0912.4742}
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@inproceedings{LM12,
  title        = {An adaptive mechanism for accurate query answering under differential privacy},
  author       = {Li, Chao and Miklau, Gerome},
  journal      = vldb12,
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  number       = {6},
  pages        = {514--525},
  year         = {2012},
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@inproceedings{CPSY12,
  author       = {Grigory Yaroslavtsev and
               Graham Cormode and
               Cecilia M. Procopiuc and
               Divesh Srivastava},
  title        = {Accurate and efficient private release of datacubes and
    contingency tables},
  booktitle    = icde13,
  year         = {2013},
  pages        = {745--756},
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@inproceedings{CV13,
  title     = {A Stability-based Validation Procedure for Differentially Private
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@inproceedings{NS-social,
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@inproceedings{DNT14,
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  pages     = {261},
  year      = {2014},
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@inproceedings{TUV12,
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@article{GHRU13,
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@article{DugR14,
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@book{McIver:2005,
	Author    = {{M}c{I}ver, A. and Morgan, C.},
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	Series    = {Monographs in Computer Science},
	Title     = {Abstraction, Refinement, and Proof for Probabilistic Systems},
	Year      = {2005}}

@inproceedings{Borgstrom:2011,
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@inproceedings{Sampson+14,
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  booktitle = pldi14,
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@Inproceedings {Bornholt+14,
author      = {James Bornholt and Todd Mytkowicz and Kathryn S {M}c{K|inley}},
booktitle   = asplos14,
title       = {Uncertain$\langle$T$\rangle$: A First-Order Type for Uncertain Data},
year        = {2014},
url         = {http://research.microsoft.com/pubs/208236/asplos077-bornholtA.pdf}
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    author  = {Giry, Mich\`{e}le},
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@inproceedings{FreemanP91,
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@inproceedings{BBFGM08,
  author    = "J. Bengtson and K. Bhargavan and C. Fournet and A. D. Gordon and S. Maffeis",
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  year      = 2008,
  url       = {http://prosecco.gforge.inria.fr/personal/karthik/pubs/refinement-types-for-secure-implementations-proceedings-csf08.pdf}
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@inproceedings{fstar,
 author    = {Swamy, Nikhil and Chen, Juan and Fournet, C{\'e}dric and Strub, {P}ierre-{Y}ves and Bhargavan, Karthikeyan and Yang, Jean},
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@inproceedings{liquid,
  title     = {Liquid types},
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  year      = {2008},
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@inproceedings{rfstar,
  title     = {Probabilistic relational verification for cryptographic implementations},
  author    = {Barthe, Gilles and
               Fournet, C{\'e}dric and
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               Strub, {P}ierre-{Y}ves and
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               Zanella{-}B{\'e}guelin, Santiago},
  booktitle = popl14,
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@INPROCEEDINGS{polymonad,
  TITLE     = {Polymonadic Programming},
  AUTHOR    = {Michael Hicks and Gavin Bierman and Nataliya Guts and Daan Leijen and Nikhil Swamy},
  BOOKTITLE = mfps14,
  YEAR      = 2014,
  url       = {http://arxiv.org/abs/1406.2060}
}


@inproceedings{Dwork06,
	Author       = {Dwork, Cynthia},
	Booktitle    = icalp06,
	Pages        = {1--12},
	Title        = {Differential Privacy},
	Year         = {2006},
  url          = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.83.7534&rep=rep1&type=pdf}
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@inproceedings{Benton04,
	Author       = {Benton, Nick},
	Booktitle    = popl04,
	Pages        = {14--25},
	Title        = {Simple relational correctness proofs for static analyses and program transformations},
	Year         = {2004},
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@inproceedings{AmtoftB04,
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@inproceedings{BartheGZ09,
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	Author       = {Barthe, Gilles and
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	Booktitle    = popl09,
	Pages        = {90--101},
	Title        = {Formal Certification of Code-Based Cryptographic Proofs},
	Year         = {2009},
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@inproceedings{BartheDGKZ13,
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  year         = {2013},
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@inproceedings{DBLP:journals/corr/BaiTG14,
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  url          = {http://dx.doi.org/10.4204/EPTCS.147.9},
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@inproceedings{DBLP:conf/facs2/BaiTPG13,
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  url          = {http://dx.doi.org/10.1007/978--3-319--07602--7_4},
  publisher    = springer,
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@inproceedings{DBLP:conf/ceemas/TadjouddineG07,
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@article{DBLP:journals/ipl/Vestergaard06,
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@inproceedings{Roux:2009,
 author        = {Le Roux, St{\'e}phane},
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@techreport{BUCS-TR-2008-026,
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},
institution    = {Boston University},
url            = {http://cs-people.bu.edu/lapets/resource/typed-ec-mech.pdf}
}

@misc{Fang14,
author         = {Ye Fang and Swarat Chaudhuri and  Moshe Vardi},
title          = {{Computer-aided mechanism design}},
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@inproceedings{CasinghinoSW14,
  author       = {Chris Casinghino and Vilhelm Sj\"{o}berg and Stephanie Weirich},
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  year         = {2014},
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@inproceedings{DBLP:conf/mkm/0002CKMRWW13,
  author       = {Christoph Lange and
                  Marco B Caminati and
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                  Makarius Wenzel and
                  Wolfgang Windsteiger},
  title        = {A Qualitative Comparison of the Suitability of Four Theorem
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  booktitle    = {MKM/Calculemus/DML},
  publisher    = springer,
  series       = lncs,
  volume       = {7961},
  year         = {2013},
  pages        = {200--215},
  url          = {http://dx.doi.org/10.1007/978--3-642--39320--4_13}
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@article{DBLP:journals/cacm/ChaudhuriGL12,
  author       = {Swarat Chaudhuri and
                  Sumit Gulwani and
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  journal      = cacm,
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@article{BartheDR04,
  title        = {Secure information flow by self-composition},
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  journal      = mscs,
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  number       = {06},
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  year         = {2011},
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@inproceedings{ZaksP08,
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  publisher    = springer,
  address      = {Heidelberg},
  series       = lncs,
  volume       = {5014},
  year         = {2008},
  url          = {http://llvm.org/pubs/2008-05-CoVaC.pdf}
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@inproceedings{TerauchiA05,
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	Booktitle    = sas05,
	Pages        = {352--367},
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	Series       = lncs,
	Title        = {Secure Information Flow as a Safety Problem},
	Volume       = {3672},
	Year         = {2005},
  url          = {http://theory.stanford.edu/~aiken/publications/papers/sas05b.pdf}
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@inproceedings{BartheCK11,
  author       = {Gilles Barthe and
               Juan Manuel Crespo and
               C{\'e}sar Kunz},
  title        = {Relational Verification Using Product Programs},
  booktitle    = fm11,
  year         = {2011},
  pages        = {200--214},
  url          = {http://software.imdea.org/~ckunz/rellog/long-rellog.pdf},
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@inproceedings{BartheCK13,
  author       = {Gilles Barthe and
                  Juan Manuel Crespo and
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  title        = {Beyond 2-Safety: Asymmetric Product Programs for Relational
               Program Verification},
  booktitle    = lfcompsci13,
  year         = {2013},
  pages        = {29--43},
  url          = {http://dx.doi.org/10.1007/978--3-642--35722--0_3},
  bibsource    = {DBLP, http://dblp.uni-trier.de}
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@inproceedings{DBLP:conf/esop/KnowlesF07,
  author       = {Kenneth Knowles and Cormac Flanagan},
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  booktitle    = esop07,
  year         = {2007},
  pages        = {505--519},
  url          = {http://users.soe.ucsc.edu/~cormac/papers/esop07.pdf}
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@inproceedings{DBLP:conf/esop/WadlerF09,
  author       = {Philip Wadler and Robert Bruce Findler},
  title        = {Well-Typed Programs Can't Be Blamed},
  booktitle    = esop09,
  year         = {2009},
  pages        = {1--16},
  url          = {http://homepages.inf.ed.ac.uk/wadler/papers/blame/blame.pdf}
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@inproceedings{DBLP:conf/popl/GreenbergPW10,
  author       = {Michael Greenberg and Benjamin C. Pierce and Stephanie Weirich},
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  booktitle    = popl10,
  year         = {2010},
  pages        = {353--364},
  url          = {http://www.cis.upenn.edu/~bcpierce/papers/contracts-popl.pdf}
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@inproceedings{DBLP:conf/sfp/GronskiF07,
  author       = {Jessica Gronski and Cormac Flanagan},
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  booktitle    = tfp07,
  year         = {2007},
  pages        = {54--70},
  url          = {https://sage.soe.ucsc.edu/tfp07-gronski-flanagan.pdf}
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@inproceedings{OngR11,
  title        = {Verifying higher-order functional programs with pattern-matching algebraic data types},
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  booktitle    = popl11,
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  year         = {2011},
  url          = {https://www.cs.ox.ac.uk/files/3721/main.pdf}
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@misc{Pierce:2012,
  author       = {Benjamin C. Pierce},
  title        = {Differential Privacy in the Programming Languages Community},
  year         = {2012},
  howpublished = {Invited tutorial at DIMACS Workshop on Recent Work on
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@inproceedings{FindlerF02,
  author       = {Robert Bruce Findler and Matthias Felleisen},
  title        = {Contracts for higher-order functions},
  booktitle    = icfp02,
  year         = {2002},
  pages        = {48--59},
  url          = 
  {http://www.eecs.northwestern.edu/~robby/pubs/papers/ho-contracts-techreport.pdf}
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@INPROCEEDINGS{Augustsson98,
    author     = {Lennart Augustsson},
    title      = {Cayenne -- a Language With Dependent Types},
    booktitle  = icfp98,
    year       = {1998},
    pages      = {239--250},
    url        = {http://link.springer.com/chapter/10.1007%2F10704973_6}
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@article{Brady13,
  author       = {Edwin Brady},
  title        = {Idris, a general-purpose dependently typed programming language:
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  journal      = jfp,
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  year         = {2013},
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@incollection{epigram,
  title       = {Epigram: Practical programming with dependent types},
  author      = {{M}c{B}ride, Conor},
  booktitle   = {Advanced Functional Programming},
  pages       = {130--170},
  year        = {2005},
  publisher   = springer,
  url         = {http://cs.ru.nl/~freek/courses/tt-2010/tvftl/epigram-notes.pdf}
}
@inproceedings{Vytiniotis+13,
 author       = {Vytiniotis, Dimitrios and Peyton Jones, Simon and Claessen, Koen and Ros{\'e}n, Dan},
 title        = {HALO: Haskell to Logic Through Denotational Semantics},
 booktitle    = popl13,
 year         = {2013},
 url          = {http://research.microsoft.com/en-us/people/dimitris/hcc-popl.pdf}
}

@INPROCEEDINGS{Flanagan06,
    author    = {Jessica Gronski and Kenneth Knowles and Aaron Tomb and Stephen N Freund and Cormac Flanagan},
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}


@inproceedings {morgenstern15pseudo,
    author  = {Jamie Morgenstern and Tim Roughgarden},
    title   = {The Pseudo-Dimension of Nearly-Optimal Auctions},
    booktitle = nips15,
    year    = 2015,
    url     = {http://arxiv.org/abs/1506.03684},
}

@unpublished{RS15,
author = "Roughgarden, Tim and Schrijvers, Okke",
title = "Ironing in the Dark",
note = "Under submission",
year = 2015
}

@inproceedings{rubensteinsubadditive,
 author = {Rubinstein, Aviad and Weinberg, S. Matthew},
 title = {Simple Mechanisms for a Subadditive Buyer and Applications to Revenue Monotonicity},
 booktitle = ec15,
 year = {2015},
 pages = {377--394},
 numpages = {18},
 acmid = {2764510},
 publisher = {ACM},
 url = {http://people.csail.mit.edu/smweinberg/ec15subadditive.pdf},
}

@inproceedings{balcan2014learning,
  title={Learning economic parameters from revealed preferences},
  author={Balcan, Maria-Florina and Daniely, Amit and Mehta, Ruta and Urner, Ruth and Vazirani, Vijay V},
  booktitle=wine14,
  pages={338--353},
  year={2014},
  publisher={Springer},
  url={http://arxiv.org/abs/1407.7937}
}

@inproceedings{dughmi2014sampling,
year={2014},
booktitle=wine14,
volume={8877},
series=lncs,
title={Sampling and Representation Complexity of Revenue Maximization},
publisher=springer,
author={Dughmi, Shaddin and Han, Li and Nisan, Noam},
pages={277--291},
url={http://arxiv.org/abs/1402.4535},
}


@inproceedings{babaioffadditive,
	Author = {Babaioff, Moshe and Immorlica, Nicole and Lucier, Brendan and
    Weinberg, S. Matthew},
	Booktitle = focs14,
	Title = {A Simple and Approximately Optimal Mechanism for an Additive Buyer},
	Year = {2014},
  url  = {http://arxiv.org/abs/1405.6146}
}

@inproceedings{yao2015soda,
author = {Yao, Andrew Chi-Chih},
title = {An $n$-to-$1$ Bidder Reduction for Multi-item Auctions and its Applications},
booktitle = soda14,
chapter = {8},
year={2015},
publisher = {ACM},
pages = {92--109},
url = {http://arxiv.org/abs/1406.3278}
}


@inproceedings{huang2014making,
 author = {Huang, Zhiyi and Mansour, Yishay and Roughgarden, Tim},
 title = {Making the Most of Your Samples},
 booktitle = ec15,
 year = {2015},
 isbn = {978-1-4503-3410-5},
 pages = {45--60},
 numpages = {16},
 acmid = {2764475},
 publisher = {ACM},
 keywords = {auction, revenue, sample complexity},
 url = {http://arxiv.org/abs/1407.2479},
} 

@article{dhangwatnotai2014revenue,
  title={Revenue maximization with a single sample},
  author={Dhangwatnotai, Peerapong and Roughgarden, Tim and Yan, Qiqi},
  journal=geb,
  year={2014},
  publisher={Elsevier},
  url={http://theory.stanford.edu/~tim/papers/single.pdf},
}


@inproceedings{chawla2007algorithmic,
 author = {Chawla, Shuchi and Hartline, Jason and Kleinberg, Robert},
 title = {Algorithmic Pricing via Virtual Valuations},
 booktitle = ec07,
 year = {2007},
 pages = {243--251},
 numpages = {9},
 acmid = {1250946},
 publisher = {ACM},
 url = {http://arxiv.org/abs/0808.1671},
} 

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title = "The {E}nglish Auction with Differentiated Commodities",
journal = jet,
volume = "92",
number = "1",
pages = "66--95",
year = "2000",
issn = "0022-0531",
url = "http://www.sciencedirect.com/science/article/pii/S0022053199925802",
author = "Faruk Gul and Ennio Stacchetti"
}


@Article{OL15,
  author={Ostrovsky, Michael and Paes Leme, Renato},
  title={Gross substitutes and endowed assignment valuations},
  journal={Theoretical Economics},
  year=2015,
  volume={10},
  number={3},
  pages={853--865},
  keywords={Substitutability; matching; combinatorial auctions; matroids},
  abstract={We show that the class of preferences satisfying the Gross Substitutes condition of Kelso and Crawford (1982) is strictly larger than the class of Endowed Assignment Valuations of Hatfield and Milgrom (2005), thus resolving the open question posed by the latter paper. In particular, our result implies that not every substitutable valuation function can be \"decomposed\" into a combination of unit-demand valuations.},
  url={https://econtheory.org/ojs/index.php/te/article/viewFile/20150853/13867/412}
}

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year={1996},
isbn={978-3-540-61310-7},
booktitle=ipco06,
volume={1084},
series=lncs,
title={Convexity and {S}teinitz's exchange property},
url={http://dx.doi.org/10.1007/3-540-61310-2_20},
publisher={Springer Berlin Heidelberg},
author={Murota, Kazuo},
pages={260--274},
language={English}
}

@article{MS99,
author = {Murota, Kazuo and Shioura, Akiyoshi},
title = {{M}-{C}onvex Function on Generalized Polymatroid},
journal = {Mathematics of Operations Research},
volume = {24},
number = {1},
pages = {95--105},
year = {1999},
URL = {http://dx.doi.org/10.1287/moor.24.1.95},
eprint = {http://dx.doi.org/10.1287/moor.24.1.95},
abstract = { The concept of M-convex function, introduced by Murota (1996), is a quantitative generalization of the set of integral points in an integral base polyhedron as well as an extension of valuated matroid of Dress and Wenzel (1990). In this paper, we extend this concept to functions on generalized polymatroids with a view to providing a unified framework for efficiently solvable nonlinear discrete optimization problems. }
}

@article{FY03,
author = {Fujishige, Satoru and Yang, Zaifu},
title = {A Note on {K}elso and {C}rawford's {G}ross {S}ubstitutes Condition},
journal = {Mathematics of Operations Research},
volume = {28},
number = {3},
pages = {463--469},
year = {2003},
URL = {http://dx.doi.org/10.1287/moor.28.3.463.16393},
eprint = {http://dx.doi.org/10.1287/moor.28.3.463.16393},
abstract = { In their 1982 article, Kelso and Crawford proposed a gross substitutes condition for the existence of core (and equilibrium) in a two-sided matching model. Since then, this condition has often been used in the literature on matching models and equilibrium models in the presence of indivisibilities. In this paper we prove that a reservation value (or utility) function satisfies the gross substitutes condition if and only if it is an M♮-concave function defined on the unit-hypercube, which is a discrete concave function recently introduced by Murota and Shioura (1999). }
}

@article{MT10,
title = "Characterization of the {W}alrasian equilibria of the assignment model ",
journal = "Journal of Mathematical Economics",
volume = "46",
number = "1",
pages = "6--20",
year = "2010",
issn = "0304-4068",
url = "http://www.sciencedirect.com/science/article/pii/S0304406809000627",
author = "Debasis Mishra and Dolf Talman",
keywords = "Assignment model",
keywords = "Walrasian equilibrium",
keywords = "Iterative auctions",
keywords = "Overdemanded set",
keywords = "Underdemanded set "
}


@book{shalev2014book,
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@article{BLN13,
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@article{ST15,
   author = {Shioura, Akiyoshi and Tamura, Akihisa},
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}

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}

@inproceedings{elkind2007,
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@inproceedings{medina2014learning,
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@inproceedings{deng02complexity,
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} 

@article{nisan06communication,
	Author = {Nisan, Noam and Segal, Ilya},
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	Journal = jet,
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	Year = {2006},
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	}

@inproceedings{DH09,
  title={The {A}dwords problem: {O}nline keyword matching with budgeted bidders under random permutations},
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  year={2009},
  organization={ACM},
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@techreport{samplingbalcan07,
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     Date-Added = {09-01-2007},
}

@article{hanneke15,
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  year      = {2015},
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@book{pollard1984,
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@article{VC,
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@book{AB,
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@inproceedings{DNRR15,
year={2015},
isbn={978-3-662-48799-0},
booktitle=ascrypt15,
title={Pure Differential Privacy for Rectangle Queries via Private Partitions},
url={http://dx.doi.org/10.1007/978-3-662-48800-3_30},
publisher={Springer Berlin Heidelberg},
author={Dwork, Cynthia and Naor, Moni and Reingold, Omer and Rothblum, Guy N},
pages={735--751},
language={English}
}

@inproceedings{BartheO13,
  author    = {Barthe, Gilles and
               Olmedo, Federico},
  title     = {Beyond Differential Privacy: Composition Theorems and Relational Logic
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  booktitle = icalp13,
  series    = {Lecture Notes in Computer Science},
  volume    = {7966},
  pages     = {49--60},
  publisher = {Springer},
  year      = {2013},
  url       = {http://certicrypt.gforge.inria.fr/2013.ICALP.pdf}
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@InProceedings{conf/popl/EbadiSS15,
  title =	"Differential Privacy: Now it's Getting Personal",
  author =	"Hamid Ebadi and David Sands and Gerardo Schneider",
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  year = 	"2015",
  ISBN = 	"978-1-4503-3300-9",
  pages =	"69--81",
  URL =  	"http://dl.acm.org/citation.cfm?id=2676726",
}

@inproceedings{DBLP:conf/stoc/DworkFHPRR15,
  author    = {Dwork, Cynthia and
               Feldman, Vitaly and
               Hardt, Moritz and
               Pitassi, Toniann and
               Reingold, Omer and
               Roth, Aaron},
  title     = {Preserving Statistical Validity in Adaptive Data Analysis},
  booktitle = stoc15,
  pages     = {117--126},
  year      = {2015},
  url       = {http://doi.acm.org/10.1145/2746539.2746580},
}
@inproceedings{xu:hal-00879140,
  TITLE = {Metrics for Differential Privacy in Concurrent Systems},
  AUTHOR = {Xu, Lili and Chatzikokolakis, Konstantinos and Lin, Huimin},
  URL = {https://hal.inria.fr/hal-00879140},
  BOOKTITLE = {IFIP International Conference on Formal Techniques for Distributed
    Objects, Components and Systems (FORTE), Berlin, Germany},
  ADDRESS = {Berlin, Germany},
  ORGANIZATION = {{IFIP}},
  EDITOR = {Erika Abraham and Catuscia Palamidessi},
  PUBLISHER = {{Springer}},
  SERIES = {Lecture Notes in Computer Science},
  VOLUME = {8461},
  PAGES = {199--215},
  YEAR = {2014},
  MONTH = Jun,
  KEYWORDS = {differential privacy ; probabilistic automata ; bisimulation metrics ; verification},
  PDF = {https://hal.inria.fr/hal-00879140/file/forte-hal.pdf},
  HAL_ID = {hal-00879140},
  HAL_VERSION = {v2},
}

@inproceedings{Kozen79,
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@InProceedings{ChakarovS14,
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@inproceedings{CousotM12,
  author    = {Patrick Cousot and
               Michael Monerau},
  title     = {Probabilistic Abstract Interpretation},
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  pages     = {169--193},
  publisher = springer,
  year      = {2012},
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@incollection{dwork2006our,
  title={Our data, ourselves: Privacy via distributed noise generation},
  author={Dwork, Cynthia and
          Kenthapadi, Krishnaram and
          McSherry, Frank and
          Mironov, Ilya and
          Naor, Moni},
  booktitle=eucrypt06,
  pages={486--503},
  year={2006},
  publisher=springer
}

@unpublished{lyu2016understanding,
  title={Understanding the Sparse Vector Technique for Differential
    Privacy},
  author={Lyu, Min and Su, Dong and Li, Ninghui},
  journal={arXiv preprint arXiv:1603.01699},
  url={http://arxiv.org/abs/1603.01699},
  year={2016}
}

@unpublished{DBLP:journals/corr/OhV13,
  author    = {
    Peter Kairouz and 
    Sewoong Oh and
    Pramod Viswanath},
  title     = {The Composition Theorem for Differential Privacy},
  journal   = {CoRR},
  volume    = {abs/1311.0776},
  year      = {2015},
  url       = {http://arxiv.org/abs/1311.0776},
}

@article{dwork2015reusable,
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  volume={349},
  number={6248},
  pages={636--638},
  year={2015},
  publisher={American Association for the Advancement of Science}
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@article{aldous93shift,
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  year={1997},
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@unpublished{BunS2016,
   author = {{Bun}, M. and {Steinke}, T.},
    title = "{Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds}",
  journal = {ArXiv e-prints},
archivePrefix = "arXiv",
   eprint = {1605.02065},
 primaryClass = "cs.CR",
 keywords = {Computer Science - Cryptography and Security, Computer Science - Data Structures and Algorithms, Computer Science - Information Theory, Computer Science - Learning},
     year = 2016,
}

@unpublished{BunSU16,
   author = {{Bun}, M. and {Steinke}, T. and {Ullman}, J.},
    title = {Make Up Your Mind: The Price of Online Queries in Differential Privacy},
  journal = {ArXiv e-prints},
archivePrefix = "arXiv",
   eprint = {1604.04618},
 primaryClass = "cs.CR",
 keywords = {Computer Science - Cryptography and Security, Computer Science - Data Structures and Algorithms, Computer Science - Learning},
     year = 2016,
}

@inproceedings{moser2009constructive,
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  year={2009},
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@inproceedings{micciancio1997oblivious,
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@article{barthe2013probabilistic,
  title={Probabilistic relational reasoning for differential privacy},
  author={Barthe, Gilles and K{\"o}pf, Boris and Olmedo, Federico and
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@article{rogers2016privacy,
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@inproceedings{sousa2016cartesian,
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  booktitle=pldi16,
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  year={2016},
}

@inproceedings{BKOZ12-popl,
  title={Probabilistic relational reasoning for differential privacy},
  author={Barthe, Gilles and K{\"o}pf, Boris and Olmedo, Federico and
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  booktitle=popl12,
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  number={1},
  pages={97--110},
  year={2012},
}

@article{zhang2016autopriv,
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