Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation.
Xinyan FanJianxun LianWayne Xin ZhaoZheng LiuChaozhuo LiXing XiePublished in: CoRR (2022)
Keyphrases
- data distribution
- user feedback
- learning to rank
- index structure
- data streams
- high dimensional data
- data points
- ranking algorithm
- collaborative filtering
- communication cost
- ranking scheme
- streaming data
- web search
- user preferences
- pattern recognition
- ranking functions
- probability estimation
- training instances
- databases
- distributed data
- decision boundary
- tag recommendation
- recommender systems
- nearest neighbor
- image data
- recommendation systems
- information retrieval
- management system
- concept drift
- relational databases
- data structure
- face recognition
- image processing
- search engine
- ranking models
- data sets
- data skew