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Oral
Wed Jul 24 01:30 AM -- 01:45 AM (PDT) @ Lehar 1-4 None
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
Weilin Chen · Ruichu Cai · Zeqin Yang · Jie Qiao · Yuguang Yan · Zijian Li · Zhifeng Hao
Oral
Wed Jul 24 01:45 AM -- 02:00 AM (PDT) @ Lehar 1-4 None
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
Junyi Zou · Matthew Levine · Dessi Zaharieva · Ramesh Johari · Emily Fox
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Oral
Wed Jul 24 02:00 AM -- 02:15 AM (PDT) @ Lehar 1-4 None
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
Allen Tran · Aurelien Bibaut · Nathan Kallus
[ Slides
Oral
Wed Jul 24 02:15 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
Tianying Ji · Yongyuan Liang · Yan Zeng · Yu Luo · Guowei Xu · Jiawei Guo · Ruijie Zheng · Furong Huang · Fuchun Sun · Huazhe Xu