Adaptive MCMC with Bayesian Optimization.
Nimalan MahendranZiyu WangFiras HamzeNando de FreitasPublished in: AISTATS (2012)
Keyphrases
- posterior distribution
- bayesian inference
- efficient optimization
- posterior probability
- markov chain monte carlo
- optimization algorithm
- data driven
- optimization problems
- monte carlo
- optimization process
- markov chain
- optimization method
- bayesian estimation
- probability distribution
- optimization model
- bayesian model
- global optimization
- optimization methods
- neural network
- parameter estimation
- bayesian networks
- genetic algorithm