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 | 788 | 2021 |
Advances in Domain Adaptation Theory I Redko, E Morvant, A Habrard, M Sebban, Y Bennani Elsevier, 2019 | 294* | 2019 |
Theoretical analysis of domain adaptation with optimal transport I Redko, A Habrard, M Sebban Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 188 | 2017 |
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 | 172 | 2019 |
CO-Optimal Transport V Titouan, I Redko, R Flamary, N Courty Advances in Neural Information Processing Systems 33, 2020 | 72* | 2020 |
Co-clustering through optimal transport C Laclau, I Redko, B Matei, Y Bennani, V Brault ICML'17, 2017 | 49 | 2017 |
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 | 46 | 2021 |
Nonnegative matrix factorization for transfer learning I Redko Sorbonne Paris Cité, 2015 | 30* | 2015 |
Margin-aware Adversarial Domain Adaptation with Optimal Transport S Dhouib, I Redko, C Lartizien Thirty-seventh International Conference on Machine Learning, 2020 | 29 | 2020 |
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 | 23 | 2018 |
Meta Optimal Transport B Amos, S Cohen, G Luise, I Redko arXiv preprint arXiv:2206.05262, 2022 | 21 | 2022 |
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 | 19 | 2020 |
On the analysis of adaptability in multi-source domain adaptation I Redko, A Habrard, M Sebban Machine Learning 108 (8), 1635-1652, 2019 | 17 | 2019 |
Cross-lingual document retrieval using regularized wasserstein distance G Balikas, C Laclau, I Redko, MR Amini Advances in Information Retrieval: 40th European Conference on IR Research …, 2018 | 17 | 2018 |
Improving few-shot learning through multi-task representation learning theory Q Bouniot, I Redko, R Audigier, A Loesch, A Habrard European Conference on Computer Vision, 435-452, 2022 | 13* | 2022 |
Non-negative embedding for fully unsupervised domain adaptation I Redko, Y Bennani Pattern Recognition Letters 77, 35-41, 2016 | 12 | 2016 |
Unbalanced CO-optimal Transport QH Tran, H Janati, N Courty, R Flamary, I Redko, P Demetci, R Singh Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 10006 …, 2023 | 10 | 2023 |
Revisiting -similarity learning for domain adaptation S Dhouib, I Redko Advances in Neural Information Processing Systems 31, 2018 | 7 | 2018 |
Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention R Ilbert, A Odonnat, V Feofanov, A Virmaux, G Paolo, T Palpanas, I Redko arXiv preprint arXiv:2402.10198, 2024 | 5 | 2024 |
On Fair Cost Sharing Games in Machine Learning I Redko, C Laclau AAAI Conference on Artificial Intelligence, 2019 | 5 | 2019 |