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Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice.
Khaled Eldowa
Nicolò Cesa-Bianchi
Alberto Maria Metelli
Marcello Restelli
Published in:
ITW (2023)
Keyphrases
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information theoretic
regret bounds
expert advice
bregman divergences
information theory
mutual information
lower bound
online learning
linear regression
upper bound
multi armed bandit
log likelihood
kullback leibler divergence
kl divergence
text categorization
similarity measure
computer vision