Parameter Learning for Log-supermodular Distributions.
Tatiana ShpakovaFrancis R. BachPublished in: NIPS (2016)
Keyphrases
- parameter learning
- bayesian networks
- structure learning
- generative model
- probability distribution
- statistical learning
- conditional random fields
- maximum likelihood
- em algorithm
- parameter estimation
- markov random field
- approximate inference
- random variables
- expectation maximization
- graphical models
- hidden variables
- information retrieval
- computer vision
- conditional probabilities
- gaussian distribution