Three Operator Splitting with a Nonconvex Loss Function

Alp Yurtsever, Varun Mangalick, Suvrit Sra

We consider the problem of minimizing the sum of three functions, one of which is nonconvex but differentiable, and the other two are convex but possibly nondifferentiable. We inve…