Structure Learning of Gaussian Markov Random Fields with False Discovery Rate Control.
Sangkyun LeePiotr SobczykMalgorzata BogdanPublished in: CoRR (2019)
Keyphrases
- structure learning
- rate control
- gaussian markov random fields
- bayesian networks
- graphical models
- video coding
- rate distortion
- rate control scheme
- video streaming
- rate control algorithm
- conditional independence
- bit rate
- maximum likelihood
- visual quality
- parameter estimation
- transfer learning
- video quality
- non stationary
- computationally efficient
- sample size
- network structure
- markov networks
- step size
- machine learning
- belief propagation
- data mining
- macroblock
- maximum likelihood estimation
- video streams
- high frequency
- particle filter
- image data
- probabilistic model
- computational complexity
- objective function