Publications

2020

Saito, Yuta, and Shota Yasui. “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models“, Thirty-seventh International Conference on Machine Learning(ICML2020),
arxiv

Saito, Yuta, Gota Morishita, and Shota Yasui. “Dual Learning Algorithm for Delayed Conversions’’, In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2020), arxiv

Yasui, Shota, Gota Morishita, Komei Fujita, Masashi Shibata. “A Feedback Shift Correction in Predicting Conversion Rates under Delayed Feedback.” The Web Conference (WWW), Taipei, Apr. 2020 arxiv

D Moriwaki, K Fujita, S Yasui, T Hoshino. “Fatigue-Aware Ad Creative Selection.” WSDM Workshop on State-based User Modelling (SUM), Houston, USA, Feb. 2020 arxiv

2019

Narita, Yusuke, Shota Yasui, and Kohei Yata. “Efficient counterfactual learning from bandit feedback.” Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 33. 2019. arxiv

Saito, Yuta, Gota Morishita, and Shota Yasui. “Dual Learning Algorithm for Delayed Feedback in Display Advertising.” NeurIPS Workshop on Causal Machine Learning, Vancouver, British Columbia, Canada, Dec. 14, 2019. arxiv

Saito, Yuta, and Shota Yasui. Counterfactual Cross-Validation.” ACM RecSys Workshop on Reinforcement and Robust Estimators for Recommendation (REVEAL), Copenhagen, Denmark, Sep. 20, 2019. pdf

Book

安井翔太 著,株式会社ホクソエム 監修. “効果検証入門~正しい比較のための因果推論/計量経済学の基礎”, 技術評論社, 2020-01-18
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