5 citations · 5 across the 2 of their papers we have counts for
2 papers
stat.ML2022
Safe Screening for Logistic Regression with - Regularization
Anna Deza, Alper Atamturk
In logistic regression, it is often desirable to utilize regularization to promote sparse solutions, particularly for problems with a large number of features compared to available…
math.OC2020★ 5 cited
2x2 convexifications for convex quadratic optimization with indicator variables
Shaoning Han, Andrés Gómez, Alper Atamtürk
In this paper, we study the convex quadratic optimization problem with indicator variables. For the bivariate case, we describe the convex hull of the epigraph in the original spac…