An Adaptive Independence Sampler MCMC Algorithm for Bayesian Inferences of Functions.
Zhe FengJinglai LiPublished in: SIAM J. Sci. Comput. (2018)
Keyphrases
- markov chain monte carlo
- monte carlo
- learning algorithm
- detection algorithm
- computational complexity
- bayesian inference
- np hard
- dynamic programming
- preprocessing
- sampling algorithm
- cost function
- posterior distribution
- computational cost
- simulated annealing
- segmentation algorithm
- optimization algorithm
- matching algorithm
- sequential monte carlo
- prior information
- markov random field
- probabilistic model
- k means
- objective function