Sotabase

Career

· Lecturer, University of Sydney2024–
· Goldstine Postdoctoral Fellow, IBM Research2019–2020
· Motwani Postdoctoral Fellow, Stanford University2017–2019
· Ph.D. (Computer Science), Columbia University2012–2017
· M.Sc. (Computer Science), MPRI (Parisian Master of Research in Computer Science)2012–
· Bachelor's Degree (Engineering), École Centrale Paris2011–
· M.Sc., École Centrale Paris2011–2012
· Exchange Student (Senior), Princeton University2011–
· Bachelor's Degree (Mathematics), Université Pierre et Marie Curie2010–

Publications (120)

The Discrete Gaussian for Differential Privacy
Neural Information Processing Systems · 2020
310
cited
A Survey on Distribution Testing: Your Data is Big. But is it Blue?
Electron. Colloquium Comput. Complex. · 2020
242
cited
Inference Under Information Constraints I: Lower Bounds From Chi-Square Contraction
IEEE Transactions on Information Theory · 2018
118
cited
Testing Shape Restrictions of Discrete Distributions
Theory of Computing Systems · 2015
88
cited
The structure of optimal private tests for simple hypotheses
Symposium on the Theory of Computing · 2018
84
cited
A short note on learning discrete distributions
2020
82
cited
Testing probability distributions using conditional samples
Electron. Colloquium Comput. Complex. · 2012
79
cited
Testing Bayesian Networks
IEEE Transactions on Information Theory · 2016
74
cited
Musical friends and foes: The social cognition of affiliation and control in improvised interactions
Cognition · 2017
68
cited
Test without Trust: Optimal Locally Private Distribution Testing
International Conference on Artificial Intelligence and Statistics · 2018
63
cited
Topics and Techniques in Distribution Testing: A Biased but Representative Sample
Foundations and Trends in Communications and Information Theory · 2022
60
cited
Inference Under Information Constraints II: Communication Constraints and Shared Randomness
IEEE Transactions on Information Theory · 2019
59
cited
Testing Conditional Independence of Discrete Distributions
Information Theory and Applications Workshop · 2017
59
cited
Distribution Testing Lower Bounds via Reductions from Communication Complexity
Cybersecurity and Cyberforensics Conference · 2019
58
cited
A short note on an inequality between KL and TV
2022
57
cited
Testing Probability Distributions Underlying Aggregated Data
International Colloquium on Automata, Languages and Programming · 2014
50
cited
Interactive Inference Under Information Constraints
IEEE Transactions on Information Theory · 2020
42
cited
Generalized Uniformity Testing
IEEE Annual Symposium on Foundations of Computer Science · 2017
41
cited
Private Identity Testing for High-Dimensional Distributions
Neural Information Processing Systems · 2019
40
cited
Inference Under Information Constraints III: Local Privacy Constraints
IEEE Journal on Selected Areas in Information Theory · 2021
39
cited
Sotabase