Eugène Ndiaye

38 papers A* 8Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Uncertainty Sets: Leveraging Optimal Transport to Extend Conformal Predictive Distribution to Multivariate Settings.
CoRR
Eugène Ndiaye
2025 — conf
Exact and Approximate Conformal Inference for Multi-Output Regression.
COPA
Chancellor Johnstone, Eugène Ndiaye
2025 J jnl
Multivariate Conformal Prediction using Optimal Transport.
CoRR
Michal Klein, Louis Béthune, Eugène Ndiaye, Marco Cuturi
2025 A* conf
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency.
ICML
Michael Kirchhof, James Thornton, Louis Béthune, Pierre Ablin, Eugène Ndiaye, Marco Cuturi
2025 J jnl
The Geometries of Truth Are Orthogonal Across Tasks.
CoRR
Waïss Azizian, Michael Kirchhof, Eugène Ndiaye, Louis Béthune, Michal Klein, Pierre Ablin, Marco Cuturi
2025 J jnl
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs.
CoRR
Preetum Nakkiran, Arwen Bradley, Adam Golinski, Eugène Ndiaye, Michael Kirchhof, Sinead Williamson
2024 A* conf
Careful with that Scalpel: Improving Gradient Surgery with an EMA.
ICML
Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin
2024 J jnl
Careful with that Scalpel: Improving Gradient Surgery with an EMA.
CoRR
Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin
2024 A* conf
Conformal Prediction via Regression-as-Classification.
ICLR
Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
2024 J jnl
Conformal Prediction via Regression-as-Classification.
CoRR
Etash Kumar Guha, Shlok Natarajan, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Eugène Ndiaye
2024 J jnl
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors.
CoRR
Charles Guille-Escuret, Eugène Ndiaye
2024 J jnl
From Conformal Predictions to Confidence Regions.
CoRR
Charles Guille-Escuret, Eugène Ndiaye
2024 A* conf
Learning Elastic Costs to Shape Monge Displacements.
NeurIPS
Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi
2024 J jnl
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
Trans. Mach. Learn. Res.
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
2024 J jnl
Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models.
CoRR
Michael Kirchhof, James Thornton, Pierre Ablin, Louis Béthune, Eugène Ndiaye, Marco Cuturi
2023 A* conf
Conformalization of Sparse Generalized Linear Models.
ICML
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
2023 J jnl
Conformalization of Sparse Generalized Linear Models.
CoRR
Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo
2023 J jnl
Learning Costs for Structured Monge Displacements.
CoRR
Michal Klein, Aram-Alexandre Pooladian, Pierre Ablin, Eugène Ndiaye, Jonathan Niles-Weed, Marco Cuturi
2023 J jnl
Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
CoRR
Matthew Lau, Ismaïla Seck, Athanasios P. Meliopoulos, Wenke Lee, Eugène Ndiaye
2023 J jnl
Root-finding approaches for computing conformal prediction set.
Mach. Learn.
Eugène Ndiaye, Ichiro Takeuchi
2022 J jnl
A Confidence Machine for Sparse High-Order Interaction Model.
CoRR
Diptesh Das, Eugène Ndiaye, Ichiro Takeuchi
2022 J jnl
Exact and Approximate Conformal Inference in Multiple Dimensions.
CoRR
Chancellor Johnstone, Eugène Ndiaye
2022 A* conf
Stable Conformal Prediction Sets.
ICML
Eugène Ndiaye
2021 J jnl
Continuation Path with Linear Convergence Rate.
CoRR
Eugène Ndiaye, Ichiro Takeuchi
2021 J jnl
Root-finding Approaches for Computing Conformal Prediction Set.
CoRR
Eugène Ndiaye, Ichiro Takeuchi
2021 J jnl
Stable Conformal Prediction Sets.
CoRR
Eugène Ndiaye
2020 J jnl
Screening Rules and its Complexity for Active Set Identification.
CoRR
Eugène Ndiaye, Olivier Fercoq, Joseph Salmon
2019 A* conf
Computing Full Conformal Prediction Set with Approximate Homotopy.
NeurIPS
Eugène Ndiaye, Ichiro Takeuchi
2019 J jnl
Computing Full Conformal Prediction Set with Approximate Homotopy.
CoRR
Eugène Ndiaye, Ichiro Takeuchi
2019 A* conf
Safe Grid Search with Optimal Complexity.
ICML
Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
2018 J jnl
Safe Grid Search with Optimal Complexity.
CoRR
Eugène Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi
2017 J jnl
Gap Safe Screening Rules for Sparsity Enforcing Penalties.
J. Mach. Learn. Res.
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
2016 J jnl
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression.
CoRR
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon
2016 — conf
GAP Safe Screening Rules for Sparse-Group Lasso.
NIPS
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
2016 J jnl
GAP Safe Screening Rules for Sparse-Group-Lasso.
CoRR
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
2016 J jnl
Gap Safe screening rules for sparsity enforcing penalties.
CoRR
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
2015 — conf
GAP Safe screening rules for sparse multi-task and multi-class models.
NIPS
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon
2015 J jnl
GAP Safe screening rules for sparse multi-task and multi-class models.
CoRR
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon