Projected Stochastic Gradients for Convex Constrained Problems in Hilbert Spaces

Caroline Geiersbach, Georg Pflug

Convergence of a projected stochastic gradient algorithm is demonstrated for convex objective functionals with convex constraint sets in Hilbert spaces. In the convex case, the seq…