Lower Bounds for Parallel and Randomized Convex Optimization

Jelena Diakonikolas, Cristóbal Guzmán

Abstract: We study the question of whether parallelization in the exploration of the feasible set can be used to speed up convex optimization, in the local oracle model of computation. We show that the answe...