Data-dependent Generalization Bounds via Variable-Size Compressibility.

Milad Sefidgaran Abdellatif Zaidi

Published in: CoRR (2023)

Keyphrases

variable size
data dependent
generalization bounds
empirical risk minimization
sliding window
risk bounds
energy functional
uniform convergence
feature selection
data streams
reproducing kernel hilbert space