Gilles Barthe
4 papers · 2018–2020 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (2)
NIPS (2)
Top co-authors
Research topics
Keywords
differential privacy
(3)
privacy amplification
(2)
decision making
(1)
diffusion process
(1)
renyi divergence
(1)
statistical hypothesis testing
(1)
markov chain
(1)
stochastic process
(1)
satisfiability problem
(1)
counterfactual explanation
(1)
gaussian mechanism
(1)
markov operator
(1)
privacy profile
(1)
statistical learning
(1)
stochastic post-processing
(1)
algorithmic fairness
(1)
Papers
Model-Agnostic Counterfactual Explanations for Consequential Decisions
AISTATS 2020
Hypothesis Testing Interpretations and Renyi Differential Privacy
AISTATS 2020
Privacy Amplification by Mixing and Diffusion Mechanisms
NIPS 2019
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences
NIPS 2018