A New Family of Generalization Bounds Using Samplewise Evaluated CMI.

Fredrik Hellström Giuseppe Durisi

Published in: CoRR (2022)

Keyphrases

generalization bounds
learning theory
data dependent
generalization ability
model selection
linear classifiers
convex combinations
ranking algorithm
statistical learning theory
neural network
learning problems
special case
vc dimension
support vector