2 papers
math.OC2019
Stability of the optimal values under small perturbations of the constraint set
Daniel Reem, Simeon Reich, Alvaro De Pierro
This paper discusses a general and useful stability principle which, roughly speaking, says that given a uniformly continuous function defined on an arbitrary metric space, if the…
math.OC2018
Re-examination of Bregman functions and new properties of their divergences
Daniel Reem, Simeon Reich, Alvaro De Pierro
The Bregman divergence (Bregman distance, Bregman measure of distance) is a certain useful substitute for a distance, obtained from a well-chosen function (the "Bregman function").…