Generalization error bounds for learning to rank: Does the length of document lists matter?
Ambuj TewariSougata ChaudhuriPublished in: CoRR (2016)
Keyphrases
- learning to rank
- generalization error bounds
- ranking list
- information retrieval
- document retrieval
- retrieval systems
- ranking functions
- keyphrase extraction
- loss function
- ranking svm
- evaluation measures
- document collections
- direct optimization
- learning to rank algorithms
- information retrieval systems
- decision lists
- query dependent
- test collection
- balancing exploration and exploitation
- collaborative filtering
- generalization error
- search engine
- document clustering
- machine learning
- web documents
- xml retrieval
- pairwise
- directly optimize
- relevant documents
- normalized discounted cumulative gain