| Gap safe screening rules for sparsity enforcing penalties E Ndiaye, O Fercoq, J Salmon Journal of Machine Learning Research 18 (128), 1-33, 2017 | 142 | 2017 |
| Gap safe screening rules for sparse multi-task and multi-class models E Ndiaye, O Fercoq, A Gramfort, J Salmon NeurIPS, 2015 | 88 | 2015 |
| Safe Grid Search with Optimal Complexity E Ndiaye, T Le, O Fercoq, J Salmon, I Takeuchi International Conference on Machine Learning, 4771-4780., 2018 | 69 | 2018 |
| Gap safe screening rules for sparse-group-lasso E Ndiaye, O Fercoq, A Gramfort, J Salmon NeurIPS, 2016 | 67 | 2016 |
| Efficient smoothed concomitant lasso estimation for high dimensional regression E Ndiaye, O Fercoq, A Gramfort, V Leclère, J Salmon Journal of Physics: Conference Series 904 (1), 012006, 2017 | 34 | 2017 |
| Stable conformal prediction sets E Ndiaye International Conference on Machine Learning, 16462-16479, 2022 | 27 | 2022 |
| Computing Full Conformal Prediction Set with Approximate Homotopy E Ndiaye, I Takeuchi NeurIPS, 2019 | 21 | 2019 |
| Root-finding approaches for computing conformal prediction set E Ndiaye, I Takeuchi Machine Learning 112 (1), 151-176, 2023 | 16 | 2023 |
| Conformal prediction via regression-as-classification E Guha, S Natarajan, T Möllenhoff, ME Khan, E Ndiaye arXiv preprint arXiv:2404.08168, 2024 | 10 | 2024 |
| Screening rules and its complexity for active set identification E Ndiaye, O Fercoq, J Salmon arXiv preprint arXiv:2009.02709, 2020 | 10 | 2020 |
| Learning costs for structured Monge displacements M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi CoRR, 2023 | 7 | 2023 |
| Safe optimization algorithms for variable selection and hyperparameter tuning E Ndiaye Telecom Paris, 2018 | 7 | 2018 |
| Conformalization of sparse generalized linear models EK Guha, E Ndiaye, X Huo International Conference on Machine Learning, 11871-11887, 2023 | 5 | 2023 |
| Exact and approximate conformal inference in multiple dimensions C Johnstone, E Ndiaye arXiv preprint arXiv:2210.17405, 2022 | 5 | 2022 |
| Learning elastic costs to shape monge displacements M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi Advances in Neural Information Processing Systems 37, 108542-108565, 2024 | 3 | 2024 |
| A confidence machine for sparse high‐order interaction model D Das, E Ndiaye, I Takeuchi Stat 13 (1), e633, 2024 | 3 | 2024 |
| Continuation path with linear convergence rate E Ndiaye, I Takeuchi arXiv preprint arXiv:2112.05104, 2021 | 3 | 2021 |
| Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models M Kirchhof, J Thornton, P Ablin, L Béthune, E Ndiaye, M Cuturi arXiv preprint arXiv:2410.06025, 2024 | 2 | 2024 |
| From Conformal Predictions to Confidence Regions C Guille-Escuret, E Ndiaye arXiv preprint arXiv:2405.18601, 2024 | 2 | 2024 |
| Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection M Lau, I Seck, AP Meliopoulos, W Lee, E Ndiaye arXiv preprint arXiv:2312.01541, 2023 | 2 | 2023 |
Joseph SalmonInriaVerified email at inria.fr
