Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo.
Qiang HengHua ZhouEric C. ChiPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- markov chain monte carlo
- posterior distribution
- posterior probability
- bayesian inference
- markov chain
- parameter estimation
- generative model
- fully bayesian
- monte carlo
- probability distribution
- latent variables
- markov chain monte carlo sampling
- particle filter
- simulated annealing
- particle filtering
- approximate inference
- computer vision
- prior information
- bayesian framework
- probabilistic model
- bayesian networks
- em algorithm
- expectation maximization
- maximum likelihood
- conditional probabilities
- pairwise
- image segmentation
- machine learning