Stochastic Online Optimization using Kalman Recursion

Joseph de Vilmarest, Olivier Wintenberger

We study the Extended Kalman Filter in constant dynamics, offering a bayesian perspective of stochastic optimization. We obtain high probability bounds on the cumulative excess ris…