Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems.
Mao YeRuichen JiangHaoxiang WangDhruv ChoudharyXiaocong DuBhargav BhushanamAryan MokhtariArun KejariwalQiang LiuPublished in: CoRR (2022)
Keyphrases
- data distribution
- recommendation systems
- collaborative filtering
- data streams
- user preferences
- online stores
- social recommendation
- index structure
- recommender systems
- web search
- collaborative filtering recommendation algorithm
- high dimensional data
- user feedback
- recommendation quality
- data points
- personalized recommendation
- search engine
- multi dimensional
- data skew
- loss function
- temporal information