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21 Results
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Time Series Alignment with Global InvariancesTransactions on Machine Learning Research Journal, 2022
Journal articles
hal-02473959v1
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Subspace Detours Meet Gromov-WassersteinAlgorithms, 2021, Special Issue Optimal Transport: Algorithms and Applications, 14, pp.1-29. ⟨10.3390/a14120366⟩
Journal articles
hal-03500536v1
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POT : Python Optimal TransportJournal of Machine Learning Research, 2021
Journal articles
hal-03264013v1
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Fused Gromov-Wasserstein Distance for Structured ObjectsAlgorithms, 2020, 13 (9), pp.212. ⟨10.3390/a13090212⟩
Journal articles
hal-02971153v1
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Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain AdaptationICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual conference, France. pp.1-8, ⟨10.1109/ICTAI52525.2021.00125⟩
Conference papers
hal-03353622v1
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Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical LassoGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble (France), France. pp.1-4
Conference papers
hal-04151796v1
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Online Graph Dictionary LearningICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Conference, United States
Conference papers
hal-03140349v2
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Template based Graph Neural Network with Optimal Transport DistancesNeurIPS 2022 – 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03839517v1
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Semi-relaxed Gromov Wasserstein divergence with applications on graphs2021
Preprints, Working Papers, ...
hal-03376923v1
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Semi-relaxed Gromov-Wasserstein divergence for graphs classificationColloque GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers
hal-03839524v1
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Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties2019
Preprints, Working Papers, ...
hal-02174316v1
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Optimal Transport for structured data with application on graphsICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.1-16
Conference papers
hal-02174322v1
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Semi-relaxed Gromov Wasserstein divergence with applications on graphsICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-28
Conference papers
hal-03832589v1
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Code for reproducible research - Fast Multiscale Diffusion on Graphs2022
Software
hal-03576498v1
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Entropic Wasserstein component analysis2023
Preprints, Working Papers, ...
hal-04022713v1
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SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities2023
Preprints, Working Papers, ...
hal-04103326v1
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CO-Optimal TransportNeural Information Processing Systems (NeurIPS), Dec 2020, Online, Canada
Conference papers
hal-02972087v1
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Une contribution au transport optimal sur des espaces incomparablesOptimization and Control [math.OC]. Université de Bretagne Sud, 2020. English. ⟨NNT : 2020LORIS576⟩
Theses
tel-03102632v2
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Fast Multiscale Diffusion on GraphsICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9746802⟩
Conference papers
hal-03212764v2
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Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical LearningJournal of Machine Learning Research, 2023, 24 (149), pp.1--51
Journal articles
hal-03461492v3
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Sliced Gromov-WassersteinNeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers
hal-02174309v1
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