| Asymptotic analysis of conditioned stochastic gradient descent R Leluc, F Portier Transactions on Machine Learning Research, 2023 | 15* | 2023 |
| Control variate selection for Monte Carlo integration R Leluc, F Portier, J Segers Statistics and Computing 31 (4), 50, 2021 | 14 | 2021 |
| Sgd with coordinate sampling: Theory and practice R Leluc, F Portier Journal of Machine Learning Research 23 (342), 1-47, 2022 | 7 | 2022 |
| Feature clustering for support identification in extreme regions H Jalalzai, R Leluc International Conference on Machine Learning, 4733-4743, 2021 | 6* | 2021 |
| Speeding up Monte Carlo integration: Control neighbors for optimal convergence R Leluc, F Portier, J Segers, A Zhuman arXiv preprint arXiv:2305.06151, 2023 | 4 | 2023 |
| Compression with Exact Error Distribution for Federated Learning M Hegazy, R Leluc, CT Li, A Dieuleveut arXiv preprint arXiv:2310.20682, 2023 | 3 | 2023 |
| Fully homomorphic encryption and bootstrapping R Leluc, E Chedemail, A Kouande, Q Nguyen, N Andriamandratomanana IRMAR-Université Rennes 1, 2022 | 3 | 2022 |
| A Quadrature Rule combining Control Variates and Adaptive Importance Sampling R Leluc, F Portier, J Segers, A Zhuman Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022 | 3 | 2022 |
| Membership Inference Attacks via Adversarial Examples H Jalalzai, E Kadoche, R Leluc, V Plassier NeurIPS 2022 Workshop TSRML, 2022 | 2 | 2022 |
| Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates R Leluc, A Dieuleveut, F Portier, J Segers, A Zhuman arXiv preprint arXiv:2402.01493, 2024 | | 2024 |
| MARLIM: Multi-Agent Reinforcement Learning for Inventory Management R Leluc, E Kadoche, A Bertoncello, S Gourvénec NeurIPS 2022 Workshop RL4RealLife, 2023 | | 2023 |
| Monte Carlo Methods and Stochastic Approximation: Theory and Applications to Machine Learning R Leluc Institut Polytechnique de Paris, 2023 | | 2023 |
| Speeding up Monte Carlo integration: nearest neighbor estimates as control variates R Leluc, F Portier, J Segers, A Zhuman European Meeting of Statisticians 2023 Warsaw 3–7 July, 2023 Book of …, 0 | | |
Johan SegersISBA, LIDAM, Université catholique de LouvainAdresse e-mail validée de uclouvain.be
