Continual Causal Inference with Incremental Observational Data

Continual Causal Inference with Incremental Observational Data

3 March 2023

Papers citing "Continual Causal Inference with Incremental Observational Data"

10 / 10 papers shown

Title
The Estimation of Continual Causal Effect for Dataset Shifting Streams Baining Chen Yiming Zhang Yuqiao Han Ruyue Zhang Ruihuan Du Zhishuo Zhou Zhengdan Zhu Xun Liu Jiecheng Guo 32 0 0 29 Apr 2025
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations Yuling Zhang Anpeng Wu Kun Kuang Liang Du Zixun Sun Zhi Wang OODD 24 2 0 03 Jul 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects Yingrong Wang Anpeng Wu Haoxuan Li Weiming Liu Qiaowei Miao Ruoxuan Xiong Fei Wu Kun Kuang 26 0 0 05 Mar 2024
Prompt-augmented Temporal Point Process for Streaming Event Sequence Siqiao Xue Yan Wang Zhixuan Chu X. Shi Caigao Jiang Hongyan Hao Gangwei Jiang Xiaoyun Feng James Y. Zhang Junqing Zhou AI4TS 24 23 0 08 Oct 2023
Continual Learning in Predictive Autoscaling Hongyan Hao Zhixuan Chu Shiyi Zhu Gangwei Jiang Yan Wang Caigao Jiang James Y. Zhang Wei Jiang Siqiao Xue Junqing Zhou 30 4 0 29 Jul 2023
pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting Yunyi Zhou Zhixuan Chu Yijia Ruan Ge Jin Yuchen Huang Sheng R. Li AI4TS 21 10 0 16 May 2023
Continual Causal Effect Estimation: Challenges and Opportunities Zhixuan Chu Sheng R. Li CML 22 0 0 03 Jan 2023
Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data Zhixuan Chu S. Rathbun Sheng R. Li CML OOD 37 14 0 22 Feb 2022
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 205 713 0 12 May 2016