متابعة
Ievgen Redko
Ievgen Redko
Principal research scientist, HDR, Paris Noah's Ark lab
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
10442021
Advances in Domain Adaptation Theory‏
I Redko, E Morvant, A Habrard, M Sebban, Y Bennani‏
Elsevier, 2019‏
358*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
2072017
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
1902019
CO-Optimal Transport‏
V Titouan, I Redko, R Flamary, N Courty‏
Advances in Neural Information Processing Systems 33, 2020‏
80*2020
Co-clustering through optimal transport‏
C Laclau, I Redko, B Matei, Y Bennani, V Brault‏
ICML'17, 2017‏
582017
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
542021
Nonnegative matrix factorization for transfer learning‏
I Redko‏
Sorbonne Paris Cité, 2015‏
31*2015
Margin-aware Adversarial Domain Adaptation with Optimal Transport‏
S Dhouib, I Redko, C Lartizien‏
Thirty-seventh International Conference on Machine Learning, 2020‏
302020
Meta Optimal Transport‏
B Amos, S Cohen, G Luise, I Redko‏
arXiv preprint arXiv:2206.05262, 2022‏
292022
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
252018
SAMformer: 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
Forty-first International Conference on Machine Learning, 2024‏
22*2024
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
212023
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
202020
On the analysis of adaptability in multi-source domain adaptation‏
I Redko, A Habrard, M Sebban‏
Machine Learning 108 (8), 1635-1652, 2019‏
202019
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
192018
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
15*2022
Non-negative embedding for fully unsupervised domain adaptation‏
I Redko, Y Bennani‏
Pattern Recognition Letters 77, 35-41, 2016‏
122016
Leveraging ensemble diversity for robust self-training in the presence of sample selection bias‏
A Odonnat, V Feofanov, I Redko‏
International Conference on Artificial Intelligence and Statistics, 595-603, 2024‏
82024
Revisiting -similarity learning for domain adaptation‏
S Dhouib, I Redko‏
Advances in Neural Information Processing Systems 31, 2018‏
82018
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مقالات 1–20