A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys).
Yashar DeldjooZhankui HeJulian J. McAuleyAnton KorikovScott SannerArnau RamisaRené VidalMaheswaran SathiamoorthyAtoosa KasirzadehSilvia MilanoPublished in: CoRR (2024)
Keyphrases
- generative model
- recommender systems
- probabilistic model
- mixture model
- collaborative filtering
- discriminative learning
- discriminative models
- em algorithm
- hierarchical hidden markov models
- object categories
- prior knowledge
- maximum entropy principle
- generative and discriminative models
- conditional random fields
- matrix factorization
- semi supervised
- object categorization
- expectation maximization
- topic models
- hidden variables
- object recognition
- bayesian networks
- machine learning