Estimating the Long-Term Effects of Novel Treatments

15 March 2021

Papers citing "Estimating the Long-Term Effects of Novel Treatments"

5 / 5 papers shown

Title
Sequential Treatment Effect Estimation with Unmeasured Confounders Yingrong Wang Anpeng Wu B. Li Ziyang Xiao Ruoxuan Xiong Qing Han Kun Kuang CML 33 0 0 14 May 2025
FiP: a Fixed-Point Approach for Causal Generative Modeling M. Scetbon Joel Jennings Agrin Hilmkil Cheng Zhang Chao Ma 37 2 0 10 Apr 2024
Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation Chris C. Emezue Alexandre Drouin T. Deleu Stefan Bauer Yoshua Bengio CML 35 2 0 11 Jul 2023
Long-term Causal Inference Under Persistent Confounding via Data Combination Guido Imbens Nathan Kallus Xiaojie Mao Yuhao Wang CML 18 43 0 15 Feb 2022
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 33 181 0 22 Aug 2019