ES-Rank: evolution strategy learning to rank approach.
Osman Ali Sadek IbrahimDario Landa-SilvaPublished in: SAC (2017)
Keyphrases
- learning to rank
- evolution strategy
- ranking models
- ranking list
- evolutionary algorithm
- information retrieval
- ranking functions
- differential evolution
- cma es
- loss function
- learn a ranking function
- particle swarm optimization algorithm
- evaluation measures
- genetic algorithm
- ranking svm
- direct optimization
- normalized discounted cumulative gain
- document retrieval
- global search
- test collection
- optimization methods
- learning to rank algorithms
- collaborative filtering
- optimization problems
- optimization algorithm
- ranked list
- information extraction
- retrieval systems
- search algorithm
- convergence speed
- learning algorithm
- web search