Andres Gomez
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
JMLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
feature selection
(2)
convex relaxation
(2)
convex optimization
(2)
l0 regularization
(2)
constrained optimization
(1)
high-dimensional estimation
(1)
sparse regression
(1)
sparse optimization
(1)
time-varying graphical models
(1)
quadratic programming
(1)
signal estimation
(1)
gaussian markov random field
(1)
quadratic optimization
(1)
semidefinite optimization
(1)
iterative convexification
(1)
rank-one approximation
(1)
l0 norm
(1)
l1 norm
(1)
l0 constraint
(1)
rank-one convexification
(1)
Papers
Mixed-Feature Logistic Regression Robust to Distribution Shifts
AISTATS 2025
Rank-one Convexification for Sparse Regression
JMLR 2025
Scalable Inference of Sparsely-changing Gaussian Markov Random Fields
NIPS 2021
Sparse and Smooth Signal Estimation: Convexification of L0-Formulations
JMLR 2021
Safe screening rules for L0-regression from Perspective Relaxations
ICML 2020