Generalization Bounds using Data-Dependent Fractal Dimensions.

Benjamin Dupuis George Deligiannidis Umut Simsekli

Published in: ICML (2023)

Keyphrases

data dependent
generalization bounds
fractal dimensions
fractal dimension
image analysis
uniform convergence
empirical risk minimization
pattern recognition
risk bounds
image processing
hash functions
energy functional
support vector
partial differential equations