Barthe, Gilles

4 publications

AISTATS 2020 Hypothesis Testing Interpretations and Renyi Differential Privacy Borja Balle, Gilles Barthe, Marco Gaboardi, Justin Hsu, Tetsuya Sato

AISTATS 2020 Model-Agnostic Counterfactual Explanations for Consequential Decisions Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera

NeurIPS 2019 Privacy Amplification by Mixing and Diffusion Mechanisms Borja Balle, Gilles Barthe, Marco Gaboardi, Joseph Geumlek

NeurIPS 2018 Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle, Gilles Barthe, Marco Gaboardi