Overcoming Prior Misspecification in Online Learning to Rank.
Javad AziziOfer MeshiMasrour ZoghiMaryam KarimzadehganPublished in: AISTATS (2023)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- ranking functions
- loss function
- information retrieval
- evaluation measures
- learning to rank algorithms
- collaborative filtering
- document retrieval
- ranking svm
- direct optimization
- reinforcement learning
- evaluation metrics
- query dependent
- directly optimize
- data sets
- web search engines
- retrieval systems
- metadata
- e learning
- exploration exploitation dilemma