Querywise Fair Learning to Rank through Multi-Objective Optimization.
Debabrata MahapatraChaosheng DongMichinari MommaPublished in: KDD (2023)
Keyphrases
- multi objective optimization
- learning to rank
- multi objective
- evolutionary algorithm
- ranking functions
- information retrieval
- loss function
- genetic algorithm
- ranking svm
- document retrieval
- differential evolution
- multi objective optimization problems
- learning to rank algorithms
- evaluation measures
- collaborative filtering
- test collection
- bi objective
- direct optimization
- multi objective genetic algorithm
- pareto optimal
- optimization problems
- multi objective genetic algorithms
- multiple objectives
- nsga ii
- optimization algorithm
- query dependent
- multiobjective optimization
- pairwise
- supervised learning
- retrieval systems
- multi objective evolutionary algorithms
- semi supervised
- pareto optimal set