The Metropolis Monte Carlo method with CUDA enabled Graphic Processing Units.
Clifford HallWeixiao JiEstela Blaisten-BarojasPublished in: J. Comput. Phys. (2014)
Keyphrases
- processing units
- monte carlo method
- parallel computing
- posterior distribution
- markov chain
- parallel programming
- monte carlo
- genetic algorithm
- computing systems
- markov chain monte carlo
- simulated annealing
- probability distribution
- bayesian learning
- bayesian framework
- latent variables
- parallel implementation
- parallel processing
- parameter estimation
- shared memory
- massively parallel
- posterior probability
- hyperparameters
- maximum a posteriori
- graphics processing units
- multiple types
- maximum likelihood estimation
- general purpose
- mathematical models
- high performance computing
- neural network
- parallel algorithm
- bayesian inference
- co occurrence
- pairwise
- support vector
- expectation maximization