Eugène Ndiaye

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Confidence Levels

Conformal Prediction

Top Venues

Publications

Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
Conformal Prediction via Regression-as-Classification. ICLR (2024)
Charles Guille-Escuret, Eugène Ndiaye
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors. CoRR (2024)
Charles Guille-Escuret, Eugène Ndiaye
From Conformal Predictions to Confidence Regions. CoRR (2024)
Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
Conformal Prediction via Regression-as-Classification. CoRR (2024)
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection. Trans. Mach. Learn. Res. 2024 (2024)
Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin
Careful with that Scalpel: Improving Gradient Surgery with an EMA. CoRR (2024)
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
Conformalization of Sparse Generalized Linear Models. CoRR (2023)
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
Conformalization of Sparse Generalized Linear Models. ICML (2023)
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection. CoRR (2023)
Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi
Learning Costs for Structured Monge Displacements. CoRR (2023)
Eugène Ndiaye, Ichiro Takeuchi
Root-finding approaches for computing conformal prediction set. Mach. Learn. 112 (1) (2023)
Chancellor Johnstone, Eugène Ndiaye
Exact and Approximate Conformal Inference in Multiple Dimensions. CoRR (2022)
Eugène Ndiaye
Stable Conformal Prediction Sets. ICML (2022)
Diptesh Das, Eugène Ndiaye, Ichiro Takeuchi
A Confidence Machine for Sparse High-Order Interaction Model. CoRR (2022)
Eugène Ndiaye
Stable Conformal Prediction Sets. CoRR (2021)
Eugène Ndiaye, Ichiro Takeuchi
Continuation Path with Linear Convergence Rate. CoRR (2021)
Eugène Ndiaye, Ichiro Takeuchi
Root-finding Approaches for Computing Conformal Prediction Set. CoRR (2021)
Eugène Ndiaye, Olivier Fercoq, Joseph Salmon
Screening Rules and its Complexity for Active Set Identification. CoRR (2020)
Eugène Ndiaye, Ichiro Takeuchi
Computing Full Conformal Prediction Set with Approximate Homotopy. CoRR (2019)
Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
Safe Grid Search with Optimal Complexity. ICML (2019)
Eugène Ndiaye, Ichiro Takeuchi
Computing Full Conformal Prediction Set with Approximate Homotopy. NeurIPS (2019)
Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
Safe Grid Search with Optimal Complexity. CoRR (2018)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
Gap Safe Screening Rules for Sparsity Enforcing Penalties. J. Mach. Learn. Res. 18 (2017)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
GAP Safe Screening Rules for Sparse-Group Lasso. NIPS (2016)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression. CoRR (2016)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
GAP Safe Screening Rules for Sparse-Group-Lasso. CoRR (2016)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
Gap Safe screening rules for sparsity enforcing penalties. CoRR (2016)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
GAP Safe screening rules for sparse multi-task and multi-class models. CoRR (2015)
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
GAP Safe screening rules for sparse multi-task and multi-class models. NIPS (2015)