Eugene Ndiaye
11 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (10)
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Polyglot
(4)
π
Triple Crown
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(11)
Conferences
ICML (5)
NIPS (4)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
conformal prediction
(3)
coordinate descent
(3)
prediction set
(2)
confidence set
(2)
feature selection
(2)
uncertainty quantification
(2)
sparse optimization
(2)
screening rule
(2)
duality gap
(2)
hyperparameter tuning
(1)
solution path
(1)
complexity bound
(1)
proximal operator
(1)
sparse linear model
(1)
generalized linear model
(1)
confidence region
(1)
homotopy continuation
(1)
coverage guarantee
(1)
low-dimensional subspace
(1)
sparsity enforcing penalty
(1)
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
Learning Elastic Costs to Shape Monge Displacements
NIPS 2024
Conformal Prediction via Regression-as-Classification
ICLR 2024
Conformalization of Sparse Generalized Linear Models
ICML 2023
Stable Conformal Prediction Sets
ICML 2022
Safe Grid Search with Optimal Complexity
ICML 2019
Computing Full Conformal Prediction Set with Approximate Homotopy
NIPS 2019
Gap Safe Screening Rules for Sparsity Enforcing Penalties
JMLR 2017
GAP Safe Screening Rules for Sparse-Group Lasso
NIPS 2016
GAP Safe screening rules for sparse multi-task and multi-class models
NIPS 2015