Active Sampling for the Quickest Detection of Markov Networks.
Ali TajerJavad HeydariH. Vincent PoorPublished in: IEEE Trans. Inf. Theory (2022)
Keyphrases
- markov networks
- active sampling
- graphical models
- first order logic
- belief propagation
- probabilistic model
- bayesian networks
- bayesian inference
- maximum likelihood
- active learning
- conditional random fields
- selective sampling
- information retrieval
- data mining
- ranking functions
- learning to rank
- posterior probability
- markov random field
- free form
- graph cuts
- conditional probabilities
- hidden variables
- image segmentation
- machine learning