Doubly Robust Fusion of Many Treatments for Policy Learning
Ke Zhu, Jianing Chu, Ilya Lipkovich, Wenyu Ye, Shu Yang
2025年份
摘要
Doubly Robust Fusion of Many Treatments for Policy Learning Group 1 Group 2 Group 3 Group 4 Group 5 cBTKi mono AntiCD20 mono AntiCD20 + Chemotherapy Only Other BCL2i + AntiCD20 Only cBKTi + AntiCD20 Only Chemotherapy Only No Yes Yes No Yes No Group 3 Group 5 Group 3 Group 4 Yes No Yes No Yes No Group 4 Group 5 Group 4 Group 5 Yes No Yes No Yes No Yes No Group 5 Group 3 Group 5 Group 2 Yes No Yes No Yes No Group 5 Group 3 Group 5 Group 2
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它引用的顶会 Paper13
- Causal Effect Inference for Structured TreatmentsJean Kaddour, Yuchen Zhu, Qi Liu, Matt J. Kusner 等NeurIPS 2021 · 被引用 62 次
- Off-Policy Evaluation for Large Action Spaces via EmbeddingsYuta Saito, Thorsten JoachimsICML 2022 · 被引用 62 次
- Conformal Off-Policy Prediction in Contextual BanditsMuhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh 等NeurIPS 2022 · 被引用 34 次
- Off-Policy Evaluation for Large Action Spaces via Conjunct Effect ModelingYuta Saito, Qingyang Ren, Thorsten JoachimsICML 2023 · 被引用 34 次
- Zero-shot causal learningHamed Nilforoshan, Michael Moor, Yusuf H. Roohani, Yining Chen 等NeurIPS 2023 · 被引用 25 次
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