2 papers
math.OC2025
Fast Algorithm for Constrained Linear Inverse Problems
Mohammed Rayyan Sheriff, Floor Fenne Redel, Peyman Mohajerin Esfahani
We consider the constrained Linear Inverse Problem (LIP), where a certain atomic norm (like the norm) is minimized subject to a quadratic constraint. Typically, such cost…
stat.ML2024
Nonlinear Distributionally Robust Optimization
Mohammed Rayyan Sheriff, Peyman Mohajerin Esfahani
This article focuses on a class of distributionally robust optimization (DRO) problems where, unlike the growing body of the literature, the objective function is potentially nonli…