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Marco Gaboardi
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Publications
- 2021
- [j23]Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Shin-ya Katsumata, Tetsuya Sato:
Higher-order probabilistic adversarial computations: categorical semantics and program logics. Proc. ACM Program. Lang. 5(ICFP): 1-30 (2021) - [i46]Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Shin-ya Katsumata, Tetsuya Sato:
Higher-order probabilistic adversarial computations: Categorical semantics and program logics. CoRR abs/2107.01155 (2021) - 2020
- [j19]Borja Balle, Gilles Barthe, Marco Gaboardi:
Privacy Profiles and Amplification by Subsampling. J. Priv. Confidentiality 10(1) (2020) - [c50]Borja Balle, Gilles Barthe, Marco Gaboardi, Justin Hsu, Tetsuya Sato:
Hypothesis Testing Interpretations and Renyi Differential Privacy. AISTATS 2020: 2496-2506 - 2019
- [j18]Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Pierre-Yves Strub:
A relational logic for higher-order programs. J. Funct. Program. 29: e16 (2019) - [j17]Gilles Barthe, Christos Dimitrakakis, Marco Gaboardi, Andreas Haeberlen, Aaron Roth, Aleksandra B. Slavkovic:
Program for TPDP 2016. J. Priv. Confidentiality 9(1) (2019) - [j14]Tetsuya Sato, Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Justin Hsu:
Formal verification of higher-order probabilistic programs: reasoning about approximation, convergence, Bayesian inference, and optimization. Proc. ACM Program. Lang. 3(POPL): 38:1-38:30 (2019) - [c44]Tetsuya Sato, Gilles Barthe, Marco Gaboardi, Justin Hsu, Shin-ya Katsumata:
Approximate Span Liftings: Compositional Semantics for Relaxations of Differential Privacy. LICS 2019: 1-14 - [c42]Borja Balle, Gilles Barthe, Marco Gaboardi, Joseph Geumlek:
Privacy Amplification by Mixing and Diffusion Mechanisms. NeurIPS 2019: 13277-13287 - [c41]Ezgi Çiçek, Weihao Qu, Gilles Barthe, Marco Gaboardi, Deepak Garg:
Bidirectional type checking for relational properties. PLDI 2019: 533-547 - [i38]Borja Balle, Gilles Barthe, Marco Gaboardi, Justin Hsu, Tetsuya Sato:
Hypothesis Testing Interpretations and Renyi Differential Privacy. CoRR abs/1905.09982 (2019) - [i37]Borja Balle, Gilles Barthe, Marco Gaboardi, Joseph Geumlek:
Privacy Amplification by Mixing and Diffusion Mechanisms. CoRR abs/1905.12264 (2019) - 2018
- [j12]Ivan Radicek, Gilles Barthe, Marco Gaboardi, Deepak Garg, Florian Zuleger:
Monadic refinements for relational cost analysis. Proc. ACM Program. Lang. 2(POPL): 36:1-36:32 (2018) - [c38]Gilles Barthe, Thomas Espitau, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
An Assertion-Based Program Logic for Probabilistic Programs. ESOP 2018: 117-144 - [c37]Alejandro Aguirre, Gilles Barthe, Lars Birkedal, Ales Bizjak, Marco Gaboardi, Deepak Garg:
Relational Reasoning for Markov Chains in a Probabilistic Guarded Lambda Calculus. ESOP 2018: 214-241 - [c34]Borja Balle, Gilles Barthe, Marco Gaboardi:
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences. NeurIPS 2018: 6280-6290 - [i31]Alejandro Aguirre, Gilles Barthe, Lars Birkedal, Ales Bizjak, Marco Gaboardi, Deepak Garg:
Relational Reasoning for Markov Chains in a Probabilistic Guarded Lambda Calculus. CoRR abs/1802.09787 (2018) - [i30]Gilles Barthe, Thomas Espitau, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
An Assertion-Based Program Logic for Probabilistic Programs. CoRR abs/1803.05535 (2018) - [i29]Borja Balle, Gilles Barthe, Marco Gaboardi:
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences. CoRR abs/1807.01647 (2018) - [i27]Tetsuya Sato, Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Justin Hsu:
Formal verification of higher-order probabilistic programs. CoRR abs/1807.06091 (2018) - [i24]Ezgi Çiçek, Weihao Qu, Gilles Barthe, Marco Gaboardi, Deepak Garg:
Bidirectional Type Checking for Relational Properties. CoRR abs/1812.05067 (2018) - 2017
- [j11]Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Pierre-Yves Strub:
A relational logic for higher-order programs. Proc. ACM Program. Lang. 1(ICFP): 21:1-21:29 (2017) - [c32]Ezgi Çiçek, Gilles Barthe, Marco Gaboardi, Deepak Garg, Jan Hoffmann:
Relational cost analysis. POPL 2017: 316-329 - [i22]Alejandro Aguirre, Gilles Barthe, Marco Gaboardi, Deepak Garg, Pierre-Yves Strub:
A Relational Logic for Higher-Order Programs. CoRR abs/1703.05042 (2017) - [i20]Tetsuya Sato, Gilles Barthe, Marco Gaboardi, Justin Hsu, Shin-ya Katsumata:
Reasoning about Divergences for Relaxations of Differential Privacy. CoRR abs/1710.09010 (2017) - 2016
- [j7]Gilles Barthe, Marco Gaboardi, Justin Hsu, Benjamin C. Pierce:
Programming language techniques for differential privacy. ACM SIGLOG News 3(1): 34-53 (2016) - [c29]Gilles Barthe, Noémie Fong, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
Advanced Probabilistic Couplings for Differential Privacy. CCS 2016: 55-67 - [c28]Gilles Barthe, Gian Pietro Farina, Marco Gaboardi, Emilio Jesús Gallego Arias, Andy Gordon, Justin Hsu, Pierre-Yves Strub:
Differentially Private Bayesian Programming. CCS 2016: 68-79 - [c27]Gilles Barthe, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
A Program Logic for Union Bounds. ICALP 2016: 107:1-107:15 - [c23]Gilles Barthe, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
Proving Differential Privacy via Probabilistic Couplings. LICS 2016: 749-758 - [c22]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth, Pierre-Yves Strub:
Computer-Aided Verification for Mechanism Design. WINE 2016: 279-293 - [i16]Gilles Barthe, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
Proving Differential Privacy via Probabilistic Couplings. CoRR abs/1601.05047 (2016) - [i14]Gilles Barthe, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
A program logic for union bounds. CoRR abs/1602.05681 (2016) - [i13]Gilles Barthe, Gian Pietro Farina, Marco Gaboardi, Emilio Jesús Gallego Arias, Andy Gordon, Justin Hsu, Pierre-Yves Strub:
Differentially Private Bayesian Programming. CoRR abs/1605.00283 (2016) - [i12]Gilles Barthe, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
Advanced Probabilistic Couplings for Differential Privacy. CoRR abs/1606.07143 (2016) - 2015
- [c20]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth, Pierre-Yves Strub:
Higher-Order Approximate Relational Refinement Types for Mechanism Design and Differential Privacy. POPL 2015: 55-68 - [i9]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth, Pierre-Yves Strub:
Computer-aided verification in mechanism design. CoRR abs/1502.04052 (2015) - 2014
- [c17]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, César Kunz, Pierre-Yves Strub:
Proving Differential Privacy in Hoare Logic. CSF 2014: 411-424 - [i4]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, César Kunz, Pierre-Yves Strub:
Proving differential privacy in Hoare logic. CoRR abs/1407.2988 (2014) - [i3]Gilles Barthe, Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth, Pierre-Yves Strub:
Higher-Order Approximate Relational Refinement Types for Mechanism Design and Differential Privacy. CoRR abs/1407.6845 (2014)
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