3 citations · 3 across the 3 of their papers we have counts for
3 papers
math.OC2015★ 3 cited
SOCP relaxation bounds for the optimal subset selection problem applied to robust linear regression
Salvador Flores
This paper deals with the problem of finding the globally optimal subset of h elements from a larger set of n elements in d space dimensions so as to minimize a quadratic criterion…
math.OC2014
Existence and Approximability Results for variational problems under uniform constraints on the gradient by power penalty
Felipe Alvarez, Salvador Flores
Variational problems under uniform quasiconvex constraints on the gradient are studied. In particular, existence of solutions to such problems is proved as well as existence of lag…
math.OC2013
Regularization of minimization for dealing with outliers and noise in Statistics and Signal Recovery
Salvador Flores, Luis M. Briceno-Arias
We study the robustness properties of norm minimization for the classical linear regression problem with a given design matrix and contamination restricted to the dependen…