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Gomez, Andres
5 publications
AISTATS
2025
Mixed-Feature Logistic Regression Robust to Distribution Shifts
Qingshi Sun
,
Nathan Justin
,
Andres Gomez
,
Phebe Vayanos
JMLR
2025
Rank-One Convexification for Sparse Regression
Alper Atamturk
,
Andres Gomez
NeurIPS
2021
Scalable Inference of Sparsely-Changing Gaussian Markov Random Fields
Salar Fattahi
,
Andres Gomez
JMLR
2021
Sparse and Smooth Signal Estimation: Convexification of L0-Formulations
Alper Atamturk
,
Andres Gomez
,
Shaoning Han
ICML
2020
Safe Screening Rules for L0-Regression from Perspective Relaxations
Alper Atamturk
,
Andres Gomez