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Ievgen Redko
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POT: Python Optimal Transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
3632021
Advances in Domain Adaptation Theory
I Redko, E Morvant, A Habrard, M Sebban, Y Bennani
Elsevier, 2019
156*2019
Optimal transport for multi-source domain adaptation under target shift
I Redko, N Courty, R Flamary, D Tuia
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
1202019
Theoretical Analysis of Domain Adaptation with Optimal Transport
I Redko, A Habrard, M Sebban
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
1202017
Co-clustering through optimal transport
C Laclau, I Redko, B Matei, Y Bennani, V Brault
ICML'17, 2017
382017
CO-Optimal Transport
V Titouan, I Redko, R Flamary, N Courty
Advances in Neural Information Processing Systems 33, 2020
35*2020
Nonnegative matrix factorization for transfer learning
I Redko
Sorbonne Paris Cité, 2015
26*2015
All of the Fairness for Edge Prediction with Optimal Transport
C Laclau, I Redko, M Choudhary, C Largeron
International Conference on Artificial Intelligence and Statistics, 1774-1782, 2021
202021
Feature Selection for Unsupervised Domain Adaptation using Optimal Transport
L Gautheron, I Redko, C Lartizien
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
192018
Margin-aware Adversarial Domain Adaptation with Optimal Transport
S Dhouib, I Redko, C Lartizien
Thirty-seventh International Conference on Machine Learning, 2020
162020
On the analysis of adaptability in multi-source domain adaptation
I Redko, A Habrard, M Sebban
Machine Learning 108 (8), 1635-1652, 2019
142019
Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance
G Balikas, C Laclau, I Redko, MR Amini
European Conference on Information Retrieval, 398-410, 2018
142018
A Swiss Army Knife for Minimax Optimal Transport
S Dhouib, I Redko, T Kerdoncuff, R Emonet, M Sebban
Thirty-seventh International Conference on Machine Learning, 2020
122020
Non-negative embedding for fully unsupervised domain adaptation
I Redko, Y Bennani
Pattern Recognition Letters 77, 35-41, 2016
112016
Improving Few-Shot Learning Through Multi-task Representation Learning Theory
Q Bouniot, I Redko, R Audigier, A Loesch, A Habrard
Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022
52022
On Fair Cost Sharing Games in Machine Learning
I Redko, C Laclau
AAAI Conference on Artificial Intelligence, 2019
42019
Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond
N Vesseron, I Redko, C Laclau
International Conference on Artificial Intelligence and Statistics, 1765-1773, 2021
32021
Revisiting -similarity learning for domain adaptation
S Dhouib, I Redko
Advances in Neural Information Processing Systems 31, 2018
32018
Meta Optimal Transport
B Amos, S Cohen, G Luise, I Redko
arXiv preprint arXiv:2206.05262, 2022
22022
Jointly aligning cells and genomic features of single-cell multi-omics data with co-optimal transport
P Demetci, QH Tran, I Redko, R Singh
bioRxiv, 2022.11. 09.515883, 2022
2022
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Articles 1–20