A Survey on Variational Autoencoders in Recommender Systems.
Shangsong LiangZhou PanWei LiuJian YinMaarten de RijkePublished in: ACM Comput. Surv. (2024)
Keyphrases
- recommender systems
- collaborative filtering
- denoising
- image segmentation
- matrix factorization
- user modeling
- trust aware
- implicit feedback
- personalized recommendation
- user preferences
- information filtering
- information overload
- cold start
- user model
- methods in computer vision
- recommendation quality
- optical flow computation
- data sparsity
- variational framework
- latent factor models
- product recommendation
- optical flow
- variational methods
- user interests
- user profiles
- free energy
- user profiling
- scale space
- cold start problem
- recommendation systems
- user feedback
- bayesian networks