Fixed-confidence guarantees for Bayesian best-arm identification.

Xuedong Shang Rianne de Heide Pierre Ménard Emilie Kaufmann Michal Valko

Published in: AISTATS (2020)

Keyphrases

data driven
bayesian networks
high confidence
maximum likelihood
bayesian learning
machine learning
posterior distribution
fixed number
real time
learning algorithm
multiscale
graphical models
decision theory
automatic identification
bayesian estimation