Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions.

Anant Raj Lingjiong Zhu Mert Gürbüzbalaban Umut Simsekli

Published in: CoRR (2023)

Keyphrases

heavy tailed
generalization bounds
generalized gaussian
learning theory
data dependent
gaussian kernels
model selection
linear classifiers
feature selection
bayesian networks
support vector machine
cross validation