Yuta Saito
Yuta Saito
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Uplift Modeling
Unbiased lift-based bidding system
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Daisuke Moriwaki
,
Yuta Hayakawa
,
Isshu Munemasa
,
Yuta Saito
,
Akira Matsui
Cite
arXiv
Cost-Effective and Stable Policy Optimization Algorithm for Uplift Modeling with Multiple Treatments
Uplift modeling aims to optimize treatment policies and is a promising method for causal-based personalization in various domains such …
Yuta Saito
,
Hayato Sakata
,
Kazuhide Nakata
Cite
Proceedings
Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling for Observational Data
Uplift modeling aims to optimize treatment allocation by predicting the net effect of a treatment on each individual (ITE) and is …
Yuta Saito
,
Hayato Sakata
,
Kazuhide Nakata
Cite
Proceedings
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