2 papers
stat.ML2020
Support Estimation with Sampling Artifacts and Errors
Eli Chien, Olgica Milenkovic, Angelia Nedich
The problem of estimating the support of a distribution is of great importance in many areas of machine learning, computer science, physics and biology. Most of the existing work i…
math.OC2019
Minibatch stochastic subgradient-based projection algorithms for solving convex inequalities
Ion Necoara, Angelia Nedich
This paper deals with the convex feasibility problem, where the feasible set is given as the intersection of a (possibly infinite) number of closed convex sets. We assume that each…