Modified Frank Wolfe in Probability Space

Neural Information Processing Systems 

We propose a novel Frank-Wolfe (FW) procedure for the optimization of infinite-dimensional functionals of probability measures - a task which arises naturally in a wide range of areas including statistical learning (e.g.