Frank-Wolfe Methods in Probability Space

Carson Kent, Jose Blanchet, Peter Glynn

We introduce a new class of Frank-Wolfe algorithms for minimizing differentiable functionals over probability measures. This framework can be shown to encompass a diverse range of…