User Profiling Using Hinge-loss Markov Random Fields.
Golnoosh FarnadiLise GetoorMarie-Francine MoensMartine De CockPublished in: CoRR (2020)
Keyphrases
- user profiling
- markov random field
- potential functions
- loss function
- user profiles
- pairwise
- random fields
- higher order
- graph cuts
- parameter estimation
- belief propagation
- image restoration
- energy function
- conditional random fields
- image segmentation
- maximum a posteriori
- web usage mining
- recommender systems
- user interests
- multi class
- hidden markov models
- similarity measure