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8 résultats
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triés par
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Interpolating between Optimal Transport and MMD using Sinkhorn DivergencesAISTATS, Apr 2019, Naha, Okinawa, Japan. pp.2681-2690, ⟨10.48550/arXiv.1810.08278⟩
Communication dans un congrès
hal-04435902v1
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On global convergence of ResNets: From finite to infinite width using linear parameterizationNeurIPS 2022, Nov 2022, New Orleans (online), United States. pp.16385-16397
Communication dans un congrès
hal-03473699v2
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Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-WolfeProceedings of The 25th International Conference on Artificial Intelligence and Statistics, Mar 2022, 2022-03-28, France. pp.4995-5021
Communication dans un congrès
hal-03869544v1
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Faster Wasserstein Distance Estimation with the Sinkhorn DivergenceNeurIPS 2020, Dec 2020, Vancouver, Canada. pp.2257-2269
Communication dans un congrès
hal-02867271v2
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Climate Science at the Interface Between Topological Data Analysis and Dynamical Systems TheoryNotices of the American Mathematical Society, 2024, 71, pp.267-271. ⟨10.1090/noti2864⟩
Article dans une revue
hal-04396161v1
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Near-optimal estimation of smooth transport maps with kernel sums-of-squaresSIAM Journal on Mathematics of Data Science, In press
Article dans une revue
hal-03466696v1
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Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGDThe Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans, United States
Communication dans un congrès
hal-04457053v1
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A Dimension-free Computational Upper-bound for Smooth Optimal Transport EstimationCOLT 2021 - 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States. ⟨10.48550/arXiv.2101.05380⟩
Communication dans un congrès
hal-03454237v1
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