Learning to Rank for Optimal Treatment Allocation Under Resource Constraints.
Fahad KamranMaggie MakarJenna WiensPublished in: AISTATS (2024)
Keyphrases
- learning to rank
- resource constraints
- ranking functions
- information retrieval
- evaluation measures
- loss function
- ranking svm
- document retrieval
- routing problem
- learning to rank algorithms
- temporal constraints
- retrieval systems
- test collection
- optimal solution
- resource allocation
- web search
- ranking models
- collaborative filtering
- directly optimize