Lénaïc Chizat - Concepedia

Author

Lénaïc Chizat

Centre de Recherche en Mathématiques de la Décision ORCID

Also Known As

Chizat, Lenaic, Chizat, Lenaïc, Chizat, Lénaïc, Chizat, Lénaic, Chizat, Lénaïc, LÉNAÏC CHIZAT, Lénaïc Chizat, Zhang, Stephen

Publications

Citations

H-Index

Concepts

All Affiliations

Centre de Recherche en Mathématiques de la Décision École Normale Supérieure - PSL Centre National de la Recherche Scientifique Université Paris Dauphine-PSL Laboratoire de Mathématiques d'Orsay

About

Lénaïc Chizat is an author at Centre de Recherche en Mathématiques de la Décision specializing in engineering, inverse problems, and approximation theory.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	16	1.1K
2	Computer Science	6	6	593
3	Public Health	2	2	88
4	Medicine	1	1	11
5	Biomedical Engineering	1	1	11

Lénaïc Chizat

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Scaling algorithms for unbalanced optimal transport problems Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, Mathematics of Computation	2017	300
On Lazy Training in Differentiable Programming Lénaïc Chizat, Edouard Oyallon, Francis Bach arXiv (Cornell University) Geometric LearningTraining LossConvolutional Neural NetworkEngineeringMachine Learning	2018	287
Unbalanced optimal transport: Dynamic and Kantorovich formulations Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, Journal of Functional Analysis Mathematical ProgrammingPde-constrained OptimizationUnbalanced Optimal TransportTransportation EngineeringOptimal Transport	2018	198
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport Lénaïc Chizat, Francis Bach arXiv (Cornell University)	2018	187
An Interpolating Distance Between Optimal Transport and Fisher–Rao Metrics Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, Foundations of Computational Mathematics EngineeringFisher–rao MetricsSignal ProcessingLocalizationStatistics	2016	161
Sample Complexity of Sinkhorn divergences Aude Genevay, Lénaïc Chizat, Francis Bach, arXiv (Cornell University) EngineeringHigh-dimensional MethodData ScienceAlgorithmic Information TheoryLower Bound	2018	142
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport Lénaïc Chizat, Francis Bach arXiv (Cornell University) Numerical AnalysisGradient DescentEngineeringMachine LearningAutoencoders	2018	94
A Note on Lazy Training in Supervised Differentiable Programming Lénaïc Chizat, Francis Bach arXiv (Cornell University) Mathematical ProgrammingArtificial IntelligenceNeural Scaling LawEngineeringMachine Learning	2018	86
Scaling Algorithms for Unbalanced Transport Problems Lénaïc Chizat, Gabriel Peyré, Bernhard Schmitzer, arXiv (Cornell University) Numerical AnalysisMathematical ProgrammingTransport Network AnalysisLoad Balancing (Computing)Engineering	2016	80
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence Lénaïc Chizat, Pierre Roussillon, Flavien Léger, arXiv (Cornell University) Density EstimationEngineeringHigh-dimensional MethodSmooth DensitiesRegularization (Mathematics)	2020	54

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