Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions.
Ari PakmanLiam PaninskiPublished in: NIPS (2013)
Keyphrases
- monte carlo
- markov chain monte carlo
- markov chain
- probability distribution
- monte carlo simulation
- importance sampling
- monte carlo methods
- particle filter
- adaptive sampling
- monte carlo tree search
- random sampling
- confidence intervals
- simulation study
- stochastic approximation
- markovian decision
- monte carlo method
- random variables
- bayesian inference
- optimal strategy
- parameter estimation
- machine learning
- temporal difference
- game tree
- policy evaluation
- least squares
- point processes