François-Pierre Paty

3 papers · 2019–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AISTATS (1)

Top co-authors

Marco Cuturi (3) Alexandre d’Aspremont (1)

Research topics

Optimization (1)

Keywords

optimal transport (3) wasserstein distance (2) fenchel duality (1) strong convexity (1) regularization theory (1) entropic regularization (1) sinkhorn algorithm (1) subspace projection (1) moment matrix (1) color transfer (1) dimensionality curse (1) brenier potential (1) adversarial robustness (1)

Papers

Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020

Regularized Optimal Transport is Ground Cost Adversarial ICML 2020

Subspace Robust Wasserstein Distances ICML 2019