A highly efficient blocked Gibbs sampler reconstruction of multidimensional NMR spectra.
Ji Won YoonSimon P. WilsonK. Hun MokPublished in: AISTATS (2010)
Keyphrases
- highly efficient
- gibbs sampler
- nmr spectra
- bayesian inference
- random fields
- discrete data
- posterior distribution
- low cost
- gibbs sampling
- markov chain
- random forest
- image reconstruction
- chemical compounds
- low complexity
- probabilistic model
- expectation maximization
- high resolution
- computational complexity
- em algorithm
- markov chain monte carlo
- maximum likelihood
- simulated annealing