Variational Autoencoders for Collaborative Filtering.
Dawen LiangRahul G. KrishnanMatthew D. HoffmanTony JebaraPublished in: CoRR (2018)
Keyphrases
- collaborative filtering
- recommender systems
- denoising
- matrix factorization
- image segmentation
- user preferences
- data sparsity
- optical flow
- cold start problem
- user profiles
- methods in computer vision
- neighbor selection
- variational methods
- recommendation quality
- free energy
- variational framework
- recommendation systems
- information filtering
- framework for image segmentation
- pearson correlation coefficient
- data sets
- maximum margin matrix factorization
- latent factor models
- product recommendation
- optical flow computation
- personalized recommendation
- image denoising
- transfer learning