Asynchronous Parallel Bayesian Optimisation via Thompson Sampling.
Kirthevasan KandasamyAkshay KrishnamurthyJeff G. SchneiderBarnabás PóczosPublished in: CoRR (2017)
Keyphrases
- asynchronous cellular automata
- sequential monte carlo
- monte carlo
- parallel implementation
- bayesian networks
- sample size
- parallel processing
- posterior probability
- random sampling
- maximum likelihood
- sampling strategy
- case study
- data sets
- posterior distribution
- computer architecture
- discussion forums
- distributed memory
- proposal distribution
- genetic algorithm