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Population Averaging of Neuroimaging Data Using L p Distance-based Optimal Transport

 Qi Wang , Ievgen Redko , Sylvain Takerkart
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2018, Singapore, France. ⟨10.1109/PRNI.2018.8423953⟩
Communication dans un congrès hal-01888661v1
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Co-clustering through Optimal Transport

 Charlotte Laclau , Ievgen Redko , Basarab Matei , Younès Bennani , Vincent Brault
34th International Conference on Machine Learning, Aug 2017, Sydney, Australia. pp.1955-1964
Communication dans un congrès hal-01539101v1

CO-Optimal Transport

 Ievgen Redko , Titouan Vayer , Rémi Flamary , Nicolas Courty
Neural Information Processing Systems (NeurIPS), Dec 2020, Online, Canada
Communication dans un congrès hal-02972087v1
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Theoretical Analysis of Domain Adaptation with Optimal Transport

 Ievgen Redko , Amaury Habrard , Marc Sebban
ECML PKDD 2017, Sep 2017, Skopje, Macedonia
Communication dans un congrès hal-01613564v1
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Optimal Transport for Multi-source Domain Adaptation under Target Shift

 Ievgen Redko , Nicolas Courty , Rémi Flamary , Devis Tuia
22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Naha, Japan
Communication dans un congrès hal-02082874v1

Adaptation de domaine pour la détection automatique du cancer de la prostate en imagerie IRM multiparamétrique

 Léo Gautheron , Ievgen Redko , Carole Lartizien
GRETSI, Sep 2017, Nice, France
Communication dans un congrès hal-02011222v1
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Factored couplings in multi-marginal optimal transport via difference of convex programming

 Huy Quang Tran , Hicham Janati , Ievgen Redko , Rémi Flamary , Nicolas Courty
2021
Pré-publication, Document de travail hal-03381198v2
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On the analysis of adaptability in multi-source domain adaptation

 Ievgen Redko , Amaury Habrard , Marc Sebban
Machine Learning, 2019, ⟨10.1007/s10994-019-05823-0⟩
Article dans une revue hal-02168941v1

Advances in Domain Adaptation Theory

 Ievgen Redko , Emilie Morvant , Amaury Habrard , Marc Sebban , Younès Bennani
Elsevier; ISTE, 2019, 9781785482366
Ouvrages hal-02286281v1

Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance

 Georgios Balikas , Charlotte Laclau , Ievgen Redko , Massih-Reza Amini
Advances in Information Retrieval - 40th European Conference on IR Research, Mar 2018, Grenoble, France
Communication dans un congrès hal-01888678v1
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The Hidden Convex Optimization Landscape of Two-Layer ReLU Networks

 Victor Mercklé , Franck Iutzeler , Ievgen Redko
2024
Article de blog scientifique hal-04521343v1
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Revisiting (ε, γ, τ)-similarity learning for domain adaptation

 Sofien Dhouib , Ievgen Redko
NeurIPS 2018, Dec 2018, Montreal, Canada
Communication dans un congrès hal-02019675v1
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A Swiss Army Knife for Minimax Optimal Transport

 Sofien Dhouib , Ievgen Redko , Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban
Thirty-seventh International Conference on Machine Learning, Jul 2020, Vienne, Austria
Communication dans un congrès hal-02900712v1
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POT : Python Optimal Transport

 Rémi Flamary , Nicolas Courty , Alexandre Gramfort , Mokhtar Zahdi Alaya , Aurélie Boisbunon , et al.
Journal of Machine Learning Research, 2021
Article dans une revue hal-03264013v1
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