Risk Bounds on Aleatoric Uncertainty Recovery.

Yikai Zhang Jiahe Lin Fengpei Li Yeshaya Adler Kashif Rasul Anderson Schneider Yuriy Nevmyvaka

Published in: AISTATS (2023)

Keyphrases

risk bounds
data dependent
empirical risk minimization
learning algorithm
vc dimension
stochastic processes
statistical learning theory
parameter free
special case
ranking algorithm
supervised classification