Adversarial Attacks on Online Learning to Rank with Stochastic Click Models.
Zichen WangRishab BalasubramanianHui YuanChenyu SongMengdi WangHuazheng WangPublished in: CoRR (2023)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- ranking functions
- information retrieval
- evaluation metrics
- loss function
- evaluation measures
- direct optimization
- click models
- ranking svm
- document retrieval
- retrieval systems
- web search
- collaborative filtering
- user feedback
- user behavior
- test collection
- learning to rank algorithms
- reinforcement learning
- user profiles
- probabilistic model
- recommender systems
- directly optimize
- support vector