Bart P. G. Van Parys

collaborators

2 papers

math.OC2026

Mean Robust Optimization

Irina Wang, Cole Becker, Bart Van Parys +1

Robust optimization is a tractable and expressive technique for decision-making under uncertainty, but it can lead to overly conservative decisions when pessimistic assumptions are…

math.OC2025

Subgradient Methods for Nonsmooth Convex Functions with Adversarial Errors

Martijn GÃ¶sgens, Bart P. G. Van Parys

We consider minimizing nonsmooth convex functions with bounded subgradients. However, instead of directly observing a subgradient at every step $k \in [0, \dots, N - 1]$ , we assume th…