Preference Relation-based Markov Random Fields for Recommender Systems.
Shaowu LiuGang LiTruyen TranYuan JiangPublished in: Mach. Learn. (2017)
Keyphrases
- markov random field
- preference relations
- recommender systems
- partial order
- collaborative filtering
- higher order
- graph cuts
- image restoration
- mrf model
- parameter estimation
- desirable properties
- belief propagation
- image segmentation
- decision theory
- multi attribute
- energy minimization
- pairwise
- potential functions
- energy function
- maximum a posteriori
- random fields
- decision problems
- multiple agents
- map inference
- potts model
- conditional random fields
- low level vision
- discriminative random fields
- loopy belief propagation
- argumentation frameworks
- cooperative
- map estimation
- markov networks
- partition function
- special case
- decision making
- artificial intelligence