MPT: Multiple Parallel Tempering for High-Throughput MCMC Samplers.
Morteza HosseiniRashidul IslamLahir MarniTinoosh MohseninPublished in: SoCC (2018)
Keyphrases
- high throughput
- markov chain monte carlo
- bayesian inference
- genome wide
- microarray
- markov chain
- parameter estimation
- generative model
- biological data
- systems biology
- monte carlo
- probabilistic model
- posterior distribution
- posterior probability
- particle filter
- approximate inference
- hyperparameters
- mass spectrometry
- prior information
- proteomic data
- data acquisition
- particle filtering
- random sampling
- probability distribution
- high dimensional
- mass spectrometry data
- real time
- simulated annealing
- dimensionality reduction
- prior knowledge
- data analysis
- bayesian networks
- learning algorithm