Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits.
Ziyi HuangHenry LamHaofeng ZhangPublished in: CoRR (2024)
Keyphrases
- approximate inference
- multi armed bandit
- regret bounds
- loopy belief propagation
- linear gaussian
- generalized belief propagation
- message passing
- graphical models
- bayesian networks
- variational methods
- bayesian inference
- probabilistic inference
- markov chain monte carlo
- exact inference
- conditional random fields
- factor graphs
- model selection
- expectation propagation
- variational approximation
- bandit problems
- distributed systems
- pairwise
- image segmentation