no code implementations • 1 Nov 2023 • Jung Eun Huh, Patrick Rebeschini
We develop generalization error bounds for stochastic gradient descent (SGD) with label noise in non-convex settings under uniform dissipativity and smoothness conditions.
Generalization Bounds