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On the Complexity of Approximating Multimarginal Optimal Transport
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Journal of Machine Learning Research, 2022
Multi-subject MEG/EEG source imaging with sparse multi-task regression
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NeuroImage, 2020
Debiased sinkhorn barycenters
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37th International Conference on Machine Learning, ICML 2020Volume PartF168147-6, Pages 4642 - 46512020 37th International Conference on Machine Learning, ICML 2020Virtual, Online13 July 2020through 18 July 2020, 2020
Missing data imputation using optimal transport
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37th International Conference on Machine Learning, ICML 2020Volume PartF168147-10, Pages 7087 - 70972020 37th International Conference on Machine Learning, ICML 2020Virtual, Online13 July 2020through 18 July 2020, 2020
Fixed-support wasserstein barycenters: Computational hardness and fast algorithm
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Advances in Neural Information Processing SystemsVolume 2020-December2020 34th Conference on Neural Information Processing Systems, NeurIPS 2020Virtual, Online6 December 2020through 12 December 2020, 2020
Projection robust wasserstein distance and riemannian optimization
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Advances in Neural Information Processing SystemsVolume 2020-December2020 34th Conference on Neural Information Processing Systems, NeurIPS 2020Virtual, Online6 December 2020through 12 December 2020, 2020
Sample complexity of sinkhorn divergences
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AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics2020 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019Naha16 April 2019through 18 April 2019, 2020
Information geometry for regularized optimal transport and barycenters of patterns
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Neural Computation, 2019
Tree-sliced variants of wasserstein distances
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Advances in Neural Information Processing SystemsVolume 322019 33rd Annual Conference on Neural Information Processing Systems, NeurIPS 2019Vancouver8 December 2019through 14 December 2019, 2019
Subspace robust wasserstein distances
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36th International Conference on Machine Learning, ICML 2019Volume 2019-June, Pages 8897 - 89122019 36th International Conference on Machine Learning, ICML 2019Long Beach9 June 2019through 15 June 2019, 2019