Information-Theoretic Generalization Bounds for Stochastic Gradient Descent.

Published in: CoRR (2021)

Keyphrases

information theoretic
data dependent
mutual information
information theory
matrix factorization
generalization ability
vc dimension
loss function
learning theory
linear classifiers
learning algorithm
model selection
maximum likelihood
image registration
support vector machine
feature vectors
similarity measure