Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation.

Benjamin Dupuis Umut Simsekli

Published in: CoRR (2024)

Keyphrases

heavy tailed
generalization bounds
learning theory
data dependent
generalization ability
model selection
learning problems
ranking algorithm
linear classifiers
vc dimension
generalized gaussian
machine learning
training data
upper bound
denoising
sample size