Markov Chain Gradient Descent in Hilbert Spaces

Priyanka Roy, Susanne Saminger-Platz

In this paper, we study a Markov chain-based stochastic gradient algorithm in general Hilbert spaces, aiming at approximating the optimal solution of a quadratic loss function. We…