Review of compressed embedding layers and their applications for recommender systems.
Tamás HajgatóPublished in: CoRR (2023)
Keyphrases
- recommender systems
- collaborative filtering
- vector space
- user profiling
- matrix factorization
- rating prediction
- user profiles
- user modeling
- information overload
- recommendation systems
- cold start problem
- literature review
- information filtering
- multi layer
- website
- neural network
- implicit feedback
- nonlinear dimensionality reduction
- user model
- multiple layers