Concepedia

Kilian Fatras

KF

7

Publications

129

Citations

7

H-Index

2019

Active since

Affiliations

École Polytechnique(Current)

Institut de Recherche en Informatique et Systèmes Aléatoires

Université de Bretagne Sud

Centre de Mathématiques Appliquées de l'École polytechnique

Laboratoire d'Informatique, du Traitement de l'Information et des Systèmes

Kilian Fatras is an author at École Polytechnique specializing in computer science, supervised learning, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningSupervised LearningDeep LearningTransfer LearningStatistical InferenceMathematical ProgrammingStatistics

Publications per year

2019–2023

7

Publications

7

Unbalanced minibatch Optimal Transport; applications to Domain Adaptation

Kilian Fatras, Thibault Séjourné, Nicolas Courty et al. · arXiv (Cornell University) · 2021 · 34 citations · Full text

Mathematical Programming, Engineering, Machine Learning +13

Generating Natural Adversarial Remote Sensing Images

Jean-Christophe Burnel, Kilian Fatras, Rémi Flamary et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 20 citations

Wasserstein Adversarial Regularization for Learning With Label Noise

Kilian Fatras, Bharath Bhushan Damodaran, Sylvain Lobry et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 18 citations · Full text

Engineering, Machine Learning, Label Noise +16

Learning with minibatch Wasserstein : asymptotic and gradient properties

Kilian Fatras, Younes Zine, Rémi Flamary et al. · arXiv (Cornell University) · 2019 · 17 citations · Full text

Engineering, Machine Learning, Data Science +13

Minibatch optimal transport distances; analysis and applications

Kilian Fatras, Younes Zine, Szymon Majewski et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

Mathematical Programming, Engineering, Machine Learning +17

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