Online Ranker Evaluation
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Latest papers with no code
Optimizing Ranking Systems Online as Bandits
Optimizing ranking systems online means that the deployed system can serve user requests, e. g., queries in the web search, and optimize the ranking policy by learning from user interactions, e. g., clicks.
Multi-Dueling Bandits and Their Application to Online Ranker Evaluation
Online ranker evaluation can be modeled by dueling ban- dits, a mathematical model for online learning under limited feedback from pairwise comparisons.
