Abstract: This article considers a distributed stochastic nonconvex optimization problem, where the nodes in a network cooperatively minimize a sum of $L$-smooth ...
Abstract: The Powerball method, via incorporating a power coefficient into conventional optimization algorithms, has been considered in accelerating stochastic optimization (SO) algorithms in recent ...