Optimal Rates for Robust Stochastic Convex Optimization

Changyu Gao, Andrew Lowy, Xingyu Zhou +1

Machine learning algorithms in high-dimensional settings are highly susceptible to the influence of even a small fraction of structured outliers, making robust optimization techniq…