Efficient Online Estimation of Causal Effects by Deciding What to Observe

20 August 2021

Papers citing "Efficient Online Estimation of Causal Effects by Deciding What to Observe"

9 / 9 papers shown

Title
Targeted Sequential Indirect Experiment Design Elisabeth Ailer Niclas Dern Jason S. Hartford Niki Kilbertus 33 1 0 30 May 2024
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices Masahiro Kato Akihiro Oga Wataru Komatsubara Ryo Inokuchi 30 0 0 06 Mar 2024
Adaptive Experimental Design for Policy Learning Masahiro Kato Kyohei Okumura Takuya Ishihara Toru Kitagawa OffRL 31 0 0 08 Jan 2024
Adaptive Instrument Design for Indirect Experiments Yash Chandak Shiv Shankar Vasilis Syrgkanis Emma Brunskill 38 4 0 05 Dec 2023
Worst-Case Optimal Multi-Armed Gaussian Best Arm Identification with a Fixed Budget Masahiro Kato 22 3 0 30 Oct 2023
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 29 2 0 06 Feb 2023
Confounder Balancing for Instrumental Variable Regression with Latent Variable Anpeng Wu Kun Kuang Ruoxuan Xiong Bo Li Fei Wu CML 25 0 0 18 Nov 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 11 2 0 15 Sep 2022
Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap Masahiro Kato Kaito Ariu Masaaki Imaizumi and Masahiro Nomura Chao Qin 23 3 0 12 Jan 2022