Unconstrained Robust Online Convex Optimization

Jiujia Zhang, Ashok Cutkosky

This paper addresses online learning with ``corrupted'' feedback. Our learner is provided with potentially corrupted gradients ${\tilde{g}}_t$ instead of the ``true'' gradients $g_t$.…