Communication reduction in distributed optimization via estimation of the proximal operator

Giorgos Stathopoulos, Colin N. Jones

We introduce a reduced-communication distributed optimization scheme based on estimating the solution to a proximal minimization problem. Our proposed setup involves a group of age…