Adaptive Bayesian Sampling with Monte Carlo EM.
Anirban RoychowdhurySrinivasan ParthasarathyPublished in: NIPS (2017)
Keyphrases
- monte carlo
- adaptive sampling
- monte carlo methods
- importance sampling
- markov chain monte carlo
- markov chain
- maximum likelihood
- monte carlo simulation
- point processes
- monte carlo tree search
- simulation study
- monte carlo method
- markovian decision
- particle filter
- expectation maximization
- temporal difference
- bayesian networks
- random sampling
- bayesian learning
- variance reduction
- game tree search
- stochastic approximation
- policy evaluation
- optimal strategy
- em algorithm
- simulated annealing
- conditional density estimation
- active learning