Fast Online Distributionally Robust Optimization via Data Compression

Irina Wang, Marta Fochesato, Bartolomeo Stellato

We propose an online data compression approach for efficiently solving Wasserstein distributionally robust optimization (DRO) problems with streaming data. Our method constructs ad…