Eugene Ndiaye
Eugene Ndiaye
Postdoctoral researcher at Riken AIP, Japan
Vahvistettu sähköpostiosoite verkkotunnuksessa postman.riken.jp - Kotisivu
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Gap safe screening rules for sparse multi-task and multi-class models
E Ndiaye, O Fercoq, A Gramfort, J Salmon
NeurIPS, 2015
592015
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
562017
Gap safe screening rules for sparse-group-lasso
E Ndiaye, O Fercoq, A Gramfort, J Salmon
NeurIPS, 2016
392016
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
262017
Safe Grid Search with Optimal Complexity
E Ndiaye, T Le, O Fercoq, J Salmon, I Takeuchi
International Conference on Machine Learning, 4771-4780., 2018
102018
Safe optimization algorithms for variable selection and hyperparameter tuning
E Ndiaye
Telecom Paris, 2018
22018
Computing Full Conformal Prediction Set with Approximate Homotopy
E Ndiaye, I Takeuchi
NeurIPS, 2019
12019
Root-finding Approaches for Computing Conformal Prediction Set
E Ndiaye, I Takeuchi
arXiv preprint arXiv:2104.06648, 2021
2021
Screening Rules and its Complexity for Active Set Identification
E Ndiaye, O Fercoq, J Salmon
Journal of convex analysis, 2020
2020
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Artikkelit 1–9