Pluggable Deep Thompson Sampling with Applications to Recommendation.
Lu WangYuhai SongZhe WangHaoxiang WangYu LiWeiwei ZhouHaoming DangMona ShaoXiwei ZhaoZhangang LinJinghe HuJingping ShaoPublished in: SDM (2023)
Keyphrases
- recommender systems
- collaborative filtering
- monte carlo
- sampling strategies
- machine learning
- personalized recommendation
- random sampling
- user preferences
- sparse sampling
- recommendation systems
- neural network
- markov chain
- probabilistic model
- user feedback
- artificial intelligence
- learning algorithm
- sampling rate
- information retrieval
- sampling methods
- cold start problem
- database