Off-Policy Evaluation

Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions
Post-click conversion, a pre-defined action on a web service after a click, is an essential form of feedback, as it directly …
Yuta Saito
引用 コード スライド 会議録
Data-Driven Off-Policy Estimator Selection: An Application in User Marketing on An Online Content Delivery Service
Off-policy evaluation (OPE) is the method that attempts to estimate the performance of decision making policies using historical data …
Yuta Saito, Takuma Udagawa, Kei Tateno
引用 arXiv
すべての機械学習は A/B テストである
成田 悠輔, 粟飯原 俊介, 齋藤優太, 松谷 恵, 矢田 紘平
学会誌
私のブックマーク：反実仮想機械学習 (Counterfactual Machine Learning, CFML)
齋藤優太
学会誌 ウェブ版