Ndiaye, Eugene

14 publications

ICML 2025 Shielded Diffusion: Generating Novel and Diverse Images Using Sparse Repellency Michael Kirchhof, James Thornton, Louis Béthune, Pierre Ablin, Eugene Ndiaye, Marco Cuturi

ICML 2024 Careful with That Scalpel: Improving Gradient Surgery with an EMA Yu-Guan Hsieh, James Thornton, Eugene Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin

ICLR 2024 Conformal Prediction via Regression-as-Classification Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugene Ndiaye

NeurIPS 2024 Learning Elastic Costs to Shape Monge Displacements Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi

TMLR 2024 Revisiting Non-Separable Binary Classification and Its Applications in Anomaly Detection Matthew Lau, Ismaila Seck, Athanasios P Meliopoulos, Wenke Lee, Eugene Ndiaye

NeurIPSW 2023 Conformal Prediction via Regression-as-Classification Etash Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugene Ndiaye

ICML 2023 Conformalization of Sparse Generalized Linear Models Etash Kumar Guha, Eugene Ndiaye, Xiaoming Huo

MLJ 2023 Root-Finding Approaches for Computing Conformal Prediction Set Eugène Ndiaye, Ichiro Takeuchi

ICML 2022 Stable Conformal Prediction Sets Eugene Ndiaye

NeurIPS 2019 Computing Full Conformal Prediction Set with Approximate Homotopy Eugene Ndiaye, Ichiro Takeuchi

ICML 2019 Safe Grid Search with Optimal Complexity Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi

JMLR 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

NeurIPS 2016 GAP Safe Screening Rules for Sparse-Group Lasso Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

NeurIPS 2015 GAP Safe Screening Rules for Sparse Multi-Task and Multi-Class Models Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon