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Oral
Wed Jul 24 05:30 PM -- 05:45 PM (KST) @ Lehar 1-4 None
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
In Oral 3F Causality
Weilin Chen · Ruichu Cai · Zeqin Yang · Jie Qiao · Yuguang Yan · Zijian Li · Zhifeng Hao
Oral
Wed Jul 24 05:45 PM -- 06:00 PM (KST) @ Lehar 1-4 None
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
In Oral 3F Causality
Junyi Zou · Matthew Levine · Dessi Zaharieva · Ramesh Johari · Emily Fox
[ Slides] 
Oral
Wed Jul 24 06:00 PM -- 06:15 PM (KST) @ Lehar 1-4 None
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
In Oral 3F Causality
Allen Tran · Aurelien Bibaut · Nathan Kallus
[ Slides] 
Oral
Wed Jul 24 06:15 PM -- 06:30 PM (KST) @ Lehar 1-4 None
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
In Oral 3F Causality
Tianying Ji · Yongyuan Liang · Yan Zeng · Yu Luo · Guowei Xu · Jiawei Guo · Ruijie Zheng · Furong Huang · Fuchun Sun · Huazhe Xu