Algorithmic Stability and Generalization Performance.

Olivier Bousquet André Elisseeff

Published in: NIPS (2000)

Keyphrases

generalization bounds
algorithmic stability
learning theory
data dependent
generalization ability
machine learning
ranking algorithm
model selection
generalization error
linear classifiers
uniform convergence
ranking functions
vc dimension
learning problems
learning machines
supervised learning
special case