KAUST, Saudi Arabia
Alexander Tyurin, Peter Richtarik
nonconvex optimization;convex optimization;parallel methods;asynchronous methods;lower bounds
Optimal Time Complexities of Parallel Stochastic Optimization Methods Under a Fixed Computation Model