ICML2025

Doubly Robust Fusion of Many Treatments for Policy Learning

Ke Zhu, Jianing Chu, Ilya Lipkovich, Wenyu Ye, Shu Yang

Abstract

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