Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance.
Marius KöppelAlexander SegnerMartin WagenerLukas PenselAndreas KarwathStefan KramerPublished in: CoRR (2019)
Keyphrases
- learning to rank
- theoretical analysis
- pairwise
- loss function
- neural network
- ranking functions
- information retrieval
- evaluation measures
- ranking svm
- direct optimization
- document retrieval
- semi supervised
- collaborative filtering
- learning to rank algorithms
- multi class
- genetic algorithm
- balancing exploration and exploitation
- similarity measure
- query dependent
- markov random field
- web search
- learning algorithm
- retrieval systems
- binary classification
- feature space
- directly optimize
- recommender systems