A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys).
Yashar DeldjooZhankui HeJulian J. McAuleyAnton KorikovScott SannerArnau RamisaRené VidalMaheswaran SathiamoorthyAtoosa KasirzadehSilvia MilanoPublished in: KDD (2024)
Keyphrases
- generative model
- recommender systems
- probabilistic model
- collaborative filtering
- mixture model
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- prior knowledge
- conditional random fields
- matrix factorization
- em algorithm
- semi supervised
- maximum entropy principle
- expectation maximization
- naive bayes models
- generative and discriminative models
- hidden variables
- computer vision
- data sets
- object categories
- weakly supervised
- representational power
- learning algorithm