Gap safe screening rules for sparsity enforcing penalties E Ndiaye, O Fercoq, A Gramfort, J Salmon The Journal of Machine Learning Research 18 (1), 4671-4703, 2017 | 79 | 2017 |
Gap safe screening rules for sparse multi-task and multi-class models E Ndiaye, O Fercoq, A Gramfort, J Salmon NeurIPS, 2015 | 67 | 2015 |
Gap safe screening rules for sparse-group-lasso E Ndiaye, O Fercoq, A Gramfort, J Salmon NeurIPS, 2016 | 51 | 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 | 30 | 2017 |
Safe Grid Search with Optimal Complexity E Ndiaye, T Le, O Fercoq, J Salmon, I Takeuchi International Conference on Machine Learning, 4771-4780., 2018 | 28 | 2018 |
Computing Full Conformal Prediction Set with Approximate Homotopy E Ndiaye, I Takeuchi NeurIPS, 2019 | 7 | 2019 |
Root-finding approaches for computing conformal prediction set E Ndiaye, I Takeuchi arXiv preprint arXiv:2104.06648, 2021 | 4 | 2021 |
Screening Rules and its Complexity for Active Set Identification E Ndiaye, O Fercoq, J Salmon Journal of convex analysis, 2020 | 3 | 2020 |
Safe optimization algorithms for variable selection and hyperparameter tuning E Ndiaye Telecom Paris, 2018 | 2 | 2018 |
Continuation Path with Linear Convergence Rate E Ndiaye, I Takeuchi arXiv preprint arXiv:2112.05104, 2021 | 1 | 2021 |
A Confidence Machine for Sparse High-Order Interaction Model D Das, E Ndiaye, I Takeuchi arXiv preprint arXiv:2205.14317, 2022 | | 2022 |
Stable Conformal Prediction Sets E Ndiaye arXiv preprint arXiv:2112.10224, 2021 | | 2021 |
Screening Rules and its Complexity for Active Set Identification E Ndiaye, O Fercoq, J Salmon Journal of Convex Analysis 28 (4), 1053-1072, 2021 | | 2021 |
近似ホモトピ法を用いた Conformal 予測集合の計算方法に関する研究 E Ndiaye IEICE Conferences Archives, 2020 | | 2020 |