Data Dependent Regret Guarantees Against General Comparators for Full or Bandit Feedback.

Kaan Gökcesu Hakan Gökcesu

Published in: CoRR (2023)

Keyphrases

data dependent
special case
risk bounds
lower bound
bandit problems
regret bounds
energy functional
machine learning
rademacher complexity
bregman divergences
generalization bounds
hash functions
data sets
shape model
online learning
worst case
nearest neighbor
prior knowledge
image processing