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

Anant Raj Lingjiong Zhu Mert Gürbüzbalaban Umut Simsekli

Published in: ICML (2023)

Keyphrases

heavy tailed
generalization bounds
generalized gaussian
learning theory
data dependent
gaussian kernels
least squares
learning algorithm
feature selection
similarity measure
model selection