blavat†ik school of cs, tel aviv u†iversity; blavat†ik school of cs, tel aviv u†iversity, a† google research; departme†t of ee, tel aviv u†iversity
Idan Amir, Yair Carmon, Tomer Koren, Roi Livni
Stochastic Convex Optimization;First-order Optimization;Gradient Methods;Stochastic Gradient Descent;Generalization
Never Go Full Batch (in Stochastic Convex Optimization)