| Gossip dual averaging for decentralized optimization of pairwise functions I Colin, A Bellet, J Salmon, S Clémençon International Conference on Machine Learning (ICML 2016), 2016 | 114 | 2016 |
| Scaling-up Empirical Risk Minimization: Optimization of Incomplete -statistics S Clémençon, I Colin, A Bellet Journal of Machine Learning Research 17 (76), 1-36, 2016 | 64 | 2016 |
| Extending gossip algorithms to distributed estimation of U-statistics I Colin, A Bellet, J Salmon, S Clémençon Advances in Neural Information Processing Systems 28, 2015 | 15 | 2015 |
| An approximate shapley-folkman theorem T Kerdreux, I Colin, A d'Aspremont arXiv preprint arXiv:1712.08559, 2017 | 12 | 2017 |
| Parallel Contextual Bandits in Wireless Handover Optimization I Colin, A Thomas, M Draief 2018 IEEE International Conference on Data Mining Workshops (ICDMW), 258-265, 2018 | 11 | 2018 |
| Theoretical limits of pipeline parallel optimization and application to distributed deep learning I Colin, L Dos Santos, K Scaman Advances in Neural Information Processing Systems 32, 2019 | 8 | 2019 |
| Best Arm Identification in Graphical Bilinear Bandits G Rizk, A Thomas, I Colin, R Laraki, Y Chevaleyre International Conference on Machine Learning, 9010-9019, 2021 | 7 | 2021 |
| A simple and efficient smoothing method for faster optimization and local exploration K Scaman, L Dos Santos, M Barlier, I Colin Advances in Neural Information Processing Systems 33, 6503-6513, 2020 | 5 | 2020 |
| Multi-agent best arm identification with private communications A Rio, M Barlier, I Colin, M Soare International Conference on Machine Learning, 29082-29102, 2023 | 4 | 2023 |
| An Approximate Shapley-Folkman Theorem A d'Aspremont, I Colin arXiv preprint arXiv:1712.08559, 2017 | 4 | 2017 |
| Stable bounds on the duality gap of separable nonconvex optimization problems T Kerdreux, I Colin, A d’Aspremont Mathematics of Operations Research 48 (2), 1044-1065, 2023 | 3 | 2023 |
| Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm M Tiomoko, E Schnoor, MEA Seddik, I Colin, A Virmaux International Conference on Machine Learning, 21449-21477, 2022 | 3 | 2022 |
| Refined bounds for randomized experimental design G Rizk, I Colin, A Thomas, M Draief arXiv preprint arXiv:2012.15726, 2020 | 3 | 2020 |
| Adaptation des méthodes d’apprentissage aux U-statistiques I Colin telecom-paristech, 2016 | 2 | 2016 |
| Decentralized Topic Modelling with Latent Dirichlet Allocation I Colin, C Dupuy arXiv preprint arXiv:1610.01417, 2016 | 2 | 2016 |
| Price of Safety in Linear Best Arm Identification X Shang, I Colin, M Barlier, H Cherkaoui arXiv preprint arXiv:2309.08709, 2023 | 1 | 2023 |
| Un algorithme de Gossip pour l’optimisation décentralisée de fonctions sur les paires I Colin, A Bellet, J Salmon, S Clémençon Cap 2016-Conférence sur L'apprentissage automatique, 2016 | 1 | 2016 |
| Differentially Private Model-Based Offline Reinforcement Learning A Rio, M Barlier, I Colin, A Thomas arXiv preprint arXiv:2402.05525, 2024 | | 2024 |
| Clustered Multi-Agent Linear Bandits H Cherkaoui, M Barlier, I Colin arXiv preprint arXiv:2309.08710, 2023 | | 2023 |
| Method and system for a controller L Dos Santos, M Barlier, K Balazs, I Colin US Patent App. 18/065,800, 2023 | | 2023 |
Aurélien BelletResearch scientist at INRIAVerified email at inria.fr
