Distributed Equivalent Substitution Training for Large-Scale Recommender Systems.
Haidong RongYangzihao WangFeihu ZhouJunjie ZhaiHaiyang WuRui LanFan LiHan ZhangYuekui YangZhenyu GuoDi WangPublished in: SIGIR (2020)
Keyphrases
- recommender systems
- collaborative filtering
- distributed systems
- distributed stream processing
- cooperative
- user profiles
- data intensive
- training set
- training phase
- data sets
- training samples
- real life
- neural network
- small scale
- matrix factorization
- distributed environment
- multi agent
- training process
- real world
- information filtering
- supervised learning
- search engine
- user preferences
- training examples
- social networks
- mobile agents
- peer to peer
- test set
- training algorithm
- website
- user modeling
- classifier training
- high scalability