Length independent generalization bounds for deep SSM architectures with stability constraints.

Dániel Rácz Mihály Petreczky Bálint Daróczy

Published in: CoRR (2024)

Keyphrases

generalization bounds
algorithmic stability
learning theory
data dependent
empirical risk minimization
generalization ability
uniform convergence
learning problems
statistical learning theory
linear classifiers
model selection
generalization error
vc dimension
ranking algorithm
kernel machines