Quentin Mérigot
3 papers · 2020–2025 · 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
Venues
Top co-authors
Research topics
Keywords
optimal transport
(2)
representation learning
(1)
domain adaptation
(1)
convergence analysis
(1)
point cloud
(1)
sliced wasserstein distance
(1)
stability analysis
(1)
gradient descent
(1)
probability measure
(1)
optimization algorithm
(1)
wasserstein space
(1)
hilbert space embedding
(1)
critical point
(1)
linear embedding
(1)
bi-hölder continuous
(1)
wasserstein distance
(1)
perturbation
(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
NeurIPS 2021
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space
AISTATS 2020