Generalization Bounds for Label Noise Stochastic Gradient Descent

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. Under a…