DreamShard: Generalizable Embedding Table Placement for Recommender Systems.
Daochen ZhaLouis FengQiaoyu TanZirui LiuKwei-Herng LaiBhargav BhushanamYuandong TianArun KejariwalXia HuPublished in: CoRR (2022)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- database
- user preferences
- user modelling
- cold start problem
- vector space
- trust aware
- robust image watermarking
- user model
- user profiles
- data hiding
- user modeling
- information filtering
- user profiling
- graph embedding
- cold start
- recommendation quality
- collaborative filtering recommender systems
- personalized recommendation
- data sparsity
- data embedding
- user interests
- collaborative filtering algorithms