Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction.
Chen WangFangxin WangRuocheng GuoYueqing LiangKay LiuPhilip S. YuPublished in: CoRR (2024)
Keyphrases
- fine tuning
- recommendation systems
- conformal prediction
- confidence levels
- ridge regression
- tree ensembles
- collaborative filtering
- k nearest neighbour
- user preferences
- recommender systems
- collaborative filtering recommendation algorithm
- web search
- social recommendation
- fine tuned
- search engine
- random forests
- user feedback
- statistical significance
- linear regression