Vivien Seguy

4 papers · 2015–2021 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot · Bronze

👥 Mega-Team · Squad 🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer

Venues

AISTATS (1) ICLR (1) JMLR (1) NeurIPS (1)

Top co-authors

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

Research topics

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

Keywords

optimal transport (4) sinkhorn algorithm (2) domain adaptation (1) convex optimization (1) principal component analysis (1) sparse optimization (1) probability measure (1) entropic regularization (1) generative model (1) wasserstein metric (1) wasserstein barycenter (1) monge map (1) neural network (1) riemannian structure (1) wasserstein distance (1) geodesic principal component (1) dimensionality reduction (1)

Papers

POT: Python Optimal Transport JMLR 2021 Large Scale Optimal Transport and Mapping Estimation ICLR 2018 Smooth and Sparse Optimal Transport AISTATS 2018 Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NeurIPS 2015