Antoine Rolet

4 papers · 2016–2021 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 👥 Mega-Team (22) 🚀 Conference Pioneer

Conferences

AISTATS (2) ICLR (1) JMLR (1)

Top co-authors

Vivien Seguy (3) Mathieu Blondel (2) Nicolas Courty (2) Rémi Flamary (2) Marco Cuturi (1) Hicham Janati (1) Alexandre Gramfort (1) Antony Schutz (1) Léo Gautheron (1) Kilian Fatras (1)

Keywords

optimal transport (3) entropic regularization (2) sinkhorn algorithm (2) wasserstein distance (2) dictionary learning (1) wasserstein barycenter (1) convex optimization (1) sparse optimization (1) non-negative matrix factorization (1)

Papers

POT: Python Optimal Transport JMLR 2021

Smooth and Sparse Optimal Transport AISTATS 2018

Large Scale Optimal Transport and Mapping Estimation ICLR 2018

Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016