Variational Autoencoders for Collaborative Filtering.
Dawen LiangRahul G. KrishnanMatthew D. HoffmanTony JebaraPublished in: WWW (2018)
Keyphrases
- collaborative filtering
- recommender systems
- denoising
- matrix factorization
- data sparsity
- image segmentation
- recommendation systems
- methods in computer vision
- user preferences
- user profiles
- variational methods
- transfer learning
- cold start problem
- optical flow
- framework for image segmentation
- maximum margin matrix factorization
- information filtering
- computer vision
- user interests
- variational framework
- free energy
- making recommendations
- pearson correlation coefficient
- web page recommendation
- probabilistic matrix factorization