Minibatch and Local SGD: Algorithmic Stability and Linear Speedup in Generalization

This research explores how minibatch and local Stochastic Gradient Descent achieve stable optimization and linear speedup in overparameterized models using e...

Level: advanced

By Unknown

Category: research