Counterfactual Evaluation of Treatment Assignment Functions with
Networked Observational Data

Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data

22 December 2019

Huan Liu

Papers citing "Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data"

9 / 9 papers shown

Title
Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling Dingyuan Zhu Daixin Wang Zhiqiang Zhang Kun Kuang Yan Zhang Yulin Kang Jun Zhou 37 3 0 11 Mar 2024
Generalization bound for estimating causal effects from observational network data Ruichu Cai Zeqin Yang Weilin Chen Yuguang Yan Z. Hao CML 17 6 0 08 Aug 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders Defu Cao James Enouen Yujing Wang Xiangchen Song Chuizheng Meng Hao Niu Yan Liu CML 32 21 0 04 Mar 2023
Using Embeddings for Causal Estimation of Peer Influence in Social Networks Irina Cristali Victor Veitch CML 19 12 0 17 May 2022
Evaluation Methods and Measures for Causal Learning Algorithms Lu Cheng Ruocheng Guo Raha Moraffah Paras Sheth K. S. Candan Huan Liu CML ELM 24 50 0 07 Feb 2022
A general framework for causal classification Jiuyong Li Weijia Zhang Lin Liu Kui Yu T. Le Jixue Liu CML 11 9 0 25 Mar 2020
A Survey on Causal Inference Liuyi Yao Zhixuan Chu Sheng R. Li Yaliang Li Jing Gao Aidong Zhang CML 16 497 0 05 Feb 2020
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 32 168 0 25 Sep 2018
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 223 719 0 12 May 2016