conftrace_

Quentin Mérigot

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Filippo Santambrogio (1) Alex Delalande (1) Frederic Chazal (1) Anna Korba (1) Clément SARRAZIN (1) Christophe Vauthier (1)

Keywords

optimal transport (2) representation learning (1) convergence analysis (1) point cloud (1) gradient descent (1) probability measure (1) wasserstein space (1) hilbert space embedding (1) linear embedding (1) wasserstein distance (1) bi-hölder continuous (1)

Papers

Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis ICML 2025 Non-asymptotic convergence bounds for Wasserstein approximation using point clouds NIPS 2021 Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020