PASTO: Strategic Parameter Optimization in Recommendation Systems - Probabilistic is Better than Deterministic.
Weicong DingHanlin TangJingshuo FengLei YuanSen YangGuangxu YangJie ZhengJing WangQiang SuDong ZhengXuezhong QiuYongqi LiuYuxuan ChenYang LiuChao SongDongying KongKai RenPeng JiangQiao LianJi LiuPublished in: CoRR (2021)
Keyphrases
- recommendation systems
- parameter optimization
- genetic algorithm ga
- collaborative filtering
- genetic algorithm
- user preferences
- differential evolution
- search engine
- recommender systems
- pid controller
- parameter settings
- support vector machine
- probabilistic model
- bayesian networks
- parameter estimation
- recommendation algorithms
- user feedback
- web search
- neural network
- artificial neural networks
- hyperparameters
- decision trees
- optimization algorithm
- expectation maximization
- particle swarm optimization
- genetic programming
- evolutionary algorithm