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