Justin Hsu

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Gilles BartheMPI-SPVerified email at mpi-sp.org
Marco GaboardiBoston UniversityVerified email at bu.edu
Pierre-Yves StrubMaître de Conférence, CS, École PolytechniqueVerified email at strub.nu
Aaron RothProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Benjamin GregoireInria Sophia-AntipolisVerified email at inria.fr
Gallego Arias, Emilio JesúsStarting Reseacher, Inria, Université de Paris, IRIF, CNRS, F-75013 Paris, FranceVerified email at x80.org
Thomas EspitauPostdoc, NTT CorporationVerified email at lip6.fr
Benjamin C. PierceProfessor of Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu
Andreas HaeberlenUniversity of PennsylvaniaVerified email at cis.upenn.edu
Arjun NarayanMaterialize, Inc.Verified email at materialize.io
Arthur Azevedo de AmorimBoston UniversityVerified email at bu.edu
Sanjeev KhannaHenry Salvatori Professor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Tetsuya SatoTokyo Institute of TechnologyVerified email at c.titech.ac.jp
Zhiwei Steven WuCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Stephanie WeirichProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Richard A. EisenbergPrincipal Researcher, Tweag I/OVerified email at richarde.dev
Aws AlbarghouthiUniversity of Wisconsin–MadisonVerified email at cs.wisc.edu
Alexandra SilvaProfessor at University College LondonVerified email at ucl.ac.uk
Tim RoughgardenColumbia UniversityVerified email at cs.columbia.edu
Zhiyi HuangThe University of Hong KongVerified email at cs.hku.hk

Justin Hsu

University of Wisconsin--Madison

Verified email at justinh.su - Homepage

Differential Privacy Programming Languages Formal Verification


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Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... arXiv preprint arXiv:1912.04977, 2019	580	2019
Differential privacy: An economic method for choosing epsilon J Hsu, M Gaboardi, A Haeberlen, S Khanna, A Narayan, BC Pierce, ... 2014 IEEE 27th Computer Security Foundations Symposium, 398-410, 2014	211	2014
Linear dependent types for differential privacy M Gaboardi, A Haeberlen, J Hsu, A Narayan, BC Pierce Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of …, 2013	174	2013
Distributed private heavy hitters J Hsu, S Khanna, A Roth International Colloquium on Automata, Languages, and Programming, 461-472, 2012	101	2012
Higher-Order Approximate Relational Refinement Types for Mechanism Design and Differential Privacy G Barthe, M Gaboardi, EJG Arias, J Hsu, A Roth, PY Strub Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of …, 2015	73	2015
Proving differential privacy via probabilistic couplings G Barthe, M Gaboardi, B Grégoire, J Hsu, PY Strub 2016 31st Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 1-10, 2016	66	2016
Private matchings and allocations J Hsu, Z Huang, A Roth, T Roughgarden, ZS Wu SIAM Journal on Computing 45 (6), 1953-1984, 2016	59	2016
System FC with explicit kind equality S Weirich, J Hsu, RA Eisenberg ACM SIGPLAN Notices 48 (9), 275-286, 2013	56*	2013
Dual query: Practical private query release for high dimensional data M Gaboardi, EJG Arias, J Hsu, A Roth, ZS Wu International Conference on Machine Learning, 1170-1178, 2014	51	2014
Proving differential privacy in Hoare logic G Barthe, M Gaboardi, EJG Arias, J Hsu, C Kunz, PY Strub 2014 IEEE 27th Computer Security Foundations Symposium, 411-424, 2014	45	2014
Privately solving linear programs J Hsu, A Roth, T Roughgarden, J Ullman International Colloquium on Automata, Languages, and Programming, 612-624, 2014	45	2014
Synthesizing coupling proofs of differential privacy A Albarghouthi, J Hsu Proceedings of the ACM on Programming Languages 2 (POPL), 1-30, 2017	43	2017
Coupling proofs are probabilistic product programs G Barthe, B Grégoire, J Hsu, PY Strub ACM SIGPLAN Notices 52 (1), 161-174, 2017	41	2017
Advanced probabilistic couplings for differential privacy G Barthe, N Fong, M Gaboardi, B Grégoire, J Hsu, PY Strub Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016	41	2016
Online assignment of heterogeneous tasks in crowdsourcing markets S Assadi, J Hsu, S Jabbari Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 3 (1), 2015	39	2015
Synthesizing Probabilistic Invariants via Doob’s Decomposition G Barthe, T Espitau, LM Ferrer Fiority, J Hsu Computer Aided Verification: 28th International Conference, CAV 2016 …, 2016	37	2016
Differential privacy for the analyst via private equilibrium computation J Hsu, A Roth, J Ullman Proceedings of the 45th Annual ACM Symposium on Theory of Computing, 341-350, 2013	36	2013
Data poisoning against differentially-private learners: Attacks and defenses Y Ma, X Zhu, J Hsu arXiv preprint arXiv:1903.09860, 2019	35	2019
Jointly private convex programming J Hsu, Z Huang, A Roth, ZS Wu Proceedings of the twenty-seventh annual ACM-SIAM symposium on Discrete …, 2016	33	2016
A semantic account of metric preservation A Azevedo de Amorim, M Gaboardi, J Hsu, S Katsumata, I Cherigui ACM SIGPLAN Notices 52 (1), 545-556, 2017	32	2017

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