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Eugene Ndiaye
Eugene Ndiaye
Machine Learning Research, Apple
Adresse e-mail validée de apple.com - Page d'accueil
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Année
Gap safe screening rules for sparsity enforcing penalties
E Ndiaye, O Fercoq, J Salmon
Journal of Machine Learning Research 18 (128), 1-33, 2017
1302017
Gap safe screening rules for sparse multi-task and multi-class models
E Ndiaye, O Fercoq, A Gramfort, J Salmon
NeurIPS, 2015
822015
Gap safe screening rules for sparse-group-lasso
E Ndiaye, O Fercoq, A Gramfort, J Salmon
NeurIPS, 2016
652016
Safe Grid Search with Optimal Complexity
E Ndiaye, T Le, O Fercoq, J Salmon, I Takeuchi
International Conference on Machine Learning, 4771-4780., 2018
542018
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
312017
Computing Full Conformal Prediction Set with Approximate Homotopy
E Ndiaye, I Takeuchi
NeurIPS, 2019
172019
Stable conformal prediction sets
E Ndiaye
International Conference on Machine Learning, 16462-16479, 2022
152022
Root-finding approaches for computing conformal prediction set
E Ndiaye, I Takeuchi
Machine Learning 112 (1), 151-176, 2023
112023
Safe optimization algorithms for variable selection and hyperparameter tuning
E Ndiaye
Telecom Paris, 2018
72018
Screening Rules and its Complexity for Active Set Identification
E Ndiaye, O Fercoq, J Salmon
Journal of convex analysis, 2020
62020
Screening rules and its complexity for active set identification
E Ndiaye, O Fercoq, J Salmon
Journal of Convex Analysis 28 (4), 1053--1072, 2021
52021
Learning costs for structured monge displacements
M Klein, AA Pooladian, P Ablin, E Ndiaye, J Niles-Weed, M Cuturi
arXiv preprint arXiv:2306.11895, 2023
32023
Conformalization of sparse generalized linear models
EK Guha, E Ndiaye, X Huo
International Conference on Machine Learning, 11871-11887, 2023
22023
Continuation path with linear convergence rate
E Ndiaye, I Takeuchi
arXiv preprint arXiv:2112.05104, 2021
22021
Exact and Approximate Conformal Inference in Multiple Dimensions
C Johnstone, E Ndiaye
arXiv preprint arXiv:2210.17405, 2022
12022
Careful with that Scalpel: Improving Gradient Surgery with an EMA
YG Hsieh, J Thornton, E Ndiaye, M Klein, M Cuturi, P Ablin
arXiv preprint arXiv:2402.02998, 2024
2024
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors
C Guille-Escuret, E Ndiaye
arXiv preprint arXiv:2401.15254, 2024
2024
A confidence machine for sparse high‐order interaction model
D Das, E Ndiaye, I Takeuchi
Stat 13 (1), e633, 2024
2024
Conformal Prediction via Regression-as-Classification
E Guha, S Natarajan, T Möllenhoff, ME Khan, E Ndiaye
NeurIPS 2023 Workshop on Regulatable ML, 2023
2023
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection
M Lau, I Seck, AP Meliopoulos, W Lee, E Ndiaye
2023
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