Learning to Rank for Non Independent and Identically Distributed Datasets.
Jacopo CecchettiNicola TonellottoRaffaele PeregoPublished in: ICTIR (2024)
Keyphrases
- learning to rank
- independent and identically distributed
- ranking functions
- information retrieval
- random variables
- loss function
- evaluation measures
- document retrieval
- ranking svm
- collaborative filtering
- direct optimization
- retrieval systems
- query dependent
- learning to rank algorithms
- supervised learning
- benchmark datasets
- test collection
- scheduling problem
- balancing exploration and exploitation
- arrival rate
- markov chain
- probability distribution
- reinforcement learning