Online Optimization with Unknown Time-Varying Parameters from Noisy Gradient Measurements

Shivanshu Tripathi, Maziar Raissi

We study online optimization problems in which the cost function depends on latent, time-varying parameters that are unmeasurable and governed by unknown dynamics. Specifically, we…