35 citations · 124 across the 10 of their papers we have counts for
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cs.IR2020★ 35 cited
Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank
Ali Vardasbi, Maarten de Rijke, Ilya Markov
Unbiased CLTR requires click propensities to compensate for the difference between user clicks and true relevance of search results via IPS. Current propensity estimation methods a…
cs.IR2020
Safe Exploration for Optimizing Contextual Bandits
Rolf Jagerman, Ilya Markov, Maarten de Rijke
Contextual bandit problems are a natural fit for many information retrieval tasks, such as learning to rank, text classification, recommendation, etc. However, existing learning me…