Antoine Rolet

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

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

🚀 Conference Pioneer

Venues

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)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (3) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Mathematics (1)

Keywords

optimal transport (4) wasserstein distance (2) entropic regularization (2) sinkhorn algorithm (2) generative model (1) non-negative matrix factorization (1) wasserstein barycenter (1) monge map (1) dictionary learning (1) neural network (1) domain adaptation (1) convex optimization (1) sparse optimization (1)

Papers

POT: Python Optimal Transport JMLR 2021 Large Scale Optimal Transport and Mapping Estimation ICLR 2018 Smooth and Sparse Optimal Transport AISTATS 2018 Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016