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A tumor growth model of Hele-Shaw type as a gradient flow
Lenaic Chizat
,
Simone Di Marino
ESAIM: Control, Optimisation and Calculus of Variations, 2020
Journal articles
hal-02997871v1
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Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport
Alexis Thibault
,
Lenaic Chizat
,
Charles H Dossal
,
Nicolas Papadakis
NIPS Workshop on Optimal Transport & Machine Learning (OTML'17), Dec 2017, Long Beach, United States
Conference papers
hal-01629985v1
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Faster Wasserstein Distance Estimation with the Sinkhorn Divergence
Lenaic Chizat
,
Pierre Roussillon
,
Flavien Léger
,
François-Xavier Vialard
,
Gabriel Peyré
Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Conference papers
hal-02867271v2
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On Lazy Training in Differentiable Programming
Lenaic Chizat
,
Edouard Oyallon
,
Francis Bach
NeurIPS 2019 - 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.2937-2947
Conference papers
hal-01945578v6
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HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models
Jean-Luc Peyrot
,
Laurent Duval
,
Frédéric Payan
,
Lauriane Bouard
,
Lenaic Chizat
,
et al.
Journal articles
hal-01857997v3
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Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks Trained with the Logistic Loss
Lenaic Chizat
,
Francis Bach
COLT 2020 - 33rd Annual Conference on Learning Theory, Jul 2020, Graz / Virtual, Austria. pp.1305-1338
Conference papers
hal-02473847v4
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Unbalanced Optimal Transport : Models, Numerical Methods, Applications
Lenaic Chizat
Numerical Analysis [math.NA]. Université Paris sciences et lettres, 2017. English. ⟨NNT : 2017PSLED063⟩
Theses
tel-01881166v1
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An Interpolating Distance between Optimal Transport and Fisher-Rao
Lenaic Chizat
,
Gabriel Peyré
,
Bernhard Schmitzer
,
François-Xavier Vialard
Foundations of Computational Mathematics, 2010
Journal articles
hal-01271984v1
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On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport
Lenaic Chizat
,
Francis Bach
Advances in Neural Information Processing Systems (NIPS), Dec 2018, Montréal, Canada
Conference papers
hal-01798792v2
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Sample Complexity of Sinkhorn divergences
Aude Genevay
,
Lenaic Chizat
,
Francis Bach
,
Marco Cuturi
,
Gabriel Peyré
AISTATS'19 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Okinawa, Japan
Conference papers
hal-02411822v1
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Sparse Optimization on Measures with Over-parameterized Gradient Descent
Lenaic Chizat
2020
Preprints, Working Papers, ...
hal-02190822v2
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Scaling Algorithms for Unbalanced Transport Problems
Lenaic Chizat
,
Gabriel Peyré
,
Bernhard Schmitzer
,
François-Xavier Vialard
2017
Preprints, Working Papers, ...
hal-01434914v1
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Quantum entropic regularization of matrix-valued optimal transport
Gabriel Peyré
,
Lenaic Chizat
,
François-Xavier Vialard
,
Justin Solomon
Journal articles
hal-02411783v1
|
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Unbalanced Optimal Transport: Geometry and Kantorovich Formulation
Lenaic Chizat
,
Gabriel Peyré
,
Bernhard Schmitzer
,
François-Xavier Vialard
2015
Preprints, Working Papers, ...
hal-01271981v1
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