Generalization Bounds with Data-dependent Fractal Dimensions.

Benjamin Dupuis George Deligiannidis Umut Simsekli

Published in: CoRR (2023)

Keyphrases

data dependent
generalization bounds
fractal dimensions
fractal dimension
image analysis
empirical risk minimization
risk bounds
hash functions
uniform convergence
neural network
image processing
query processing
energy functional
reproducing kernel hilbert space