Eugene Ndiaye
11 papers · 2015–2025 · 4 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20)
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Machine Learning
(11)
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(9)
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(7)
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(4)
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(2)
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(1)
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(1)
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conformal prediction
(4)
screening rule
(3)
coordinate descent
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feature selection
(2)
duality gap
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dual gap
(2)
prediction set
(2)
sparse optimization
(2)
uncertainty quantification
(2)
safe screening rule
(2)
generalized linear model
(2)
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linear regression
(1)
convex loss
(1)
orthogonal projection
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high-dimensional regression
(1)
optimal transport
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logistic regression
(1)
algorithmic stability
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Papers
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
ICML 2025
Careful with that Scalpel: Improving Gradient Surgery with an EMA
ICML 2024
Conformal Prediction via Regression-as-Classification
ICLR 2024
Learning Elastic Costs to Shape Monge Displacements
NeurIPS 2024
Conformalization of Sparse Generalized Linear Models
ICML 2023
Stable Conformal Prediction Sets
ICML 2022
Computing Full Conformal Prediction Set with Approximate Homotopy
NeurIPS 2019
Safe Grid Search with Optimal Complexity
ICML 2019
Gap Safe Screening Rules for Sparsity Enforcing Penalties
JMLR 2017
GAP Safe Screening Rules for Sparse-Group Lasso
NeurIPS 2016
GAP Safe screening rules for sparse multi-task and multi-class models
NeurIPS 2015