Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds.

Shion Takeno Yu Inatsu Masayuki Karasuyama Ichiro Takeuchi

Published in: CoRR (2023)

Keyphrases

posterior probability
posterior distribution
markov chain monte carlo
lower bound
maximum likelihood
bayesian networks
upper bound
special case
least squares
active learning
markov chain
parameter estimation
monte carlo
bayesian inference