Embedding Compression in Recommender Systems: A Survey.
Shiwei LiHuifeng GuoXing TangRuiming TangLu HouRuixuan LiRui ZhangPublished in: ACM Comput. Surv. (2024)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- image compression
- compression scheme
- compression ratio
- compression algorithm
- user profiles
- data compression
- information overload
- user preferences
- vector space
- user modeling
- cold start problem
- watermark embedding
- graph embedding
- user profiling
- trust aware
- product recommendation
- recommendation quality
- user feedback
- nonlinear dimensionality reduction
- user model
- digital images