Bayesian recovery of sinusoids from noisy data with parallel tempering.
Mehmet CevriD. UstundagPublished in: IET Signal Process. (2012)
Keyphrases
- noisy data
- bayesian inference
- markov chain monte carlo
- posterior distribution
- missing data
- probabilistic model
- hyperparameters
- restricted boltzmann machine
- high dimensional
- input data
- missing values
- prior information
- training data
- markov networks
- posterior probability
- higher order
- maximum likelihood
- artificial neural networks
- bayesian networks
- approximate inference
- particle filter
- data sets
- markov chain
- supervised learning
- nearest neighbor
- face recognition