most citedEvaluating the Robustness of Off-Policy Evaluation

25 citations

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stat.ML2023★ 8 cited

Off-Policy Evaluation of Ranking Policies under Diverse User Behavior

Haruka Kiyohara, Masatoshi Uehara, Yusuke Narita +3

Ranking interfaces are everywhere in online platforms. There is thus an ever growing interest in their Off-Policy Evaluation (OPE), aiming towards an accurate performance evaluatio…

stat.ML2021★ 25 cited

Evaluating the Robustness of Off-Policy Evaluation

Yuta Saito, Takuma Udagawa, Haruka Kiyohara +3

Off-policy Evaluation (OPE), or offline evaluation in general, evaluates the performance of hypothetical policies leveraging only offline log data. It is particularly useful in app…