Estimating Treatment Effects in Continuous Time with Hidden Confounders

19 February 2023

Papers citing "Estimating Treatment Effects in Continuous Time with Hidden Confounders"

8 / 8 papers shown

Title
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media Yizhou Zhang Defu Cao Yang Liu CML 63 23 0 14 Oct 2022
On Inductive Biases for Heterogeneous Treatment Effect Estimation Alicia Curth M. Schaar CML 111 81 0 07 Jun 2021
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 35 509 0 13 Mar 2021
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models Erdun Gao Kun Zhang Biwei Huang Clark Glymour CML AI4TS 51 64 0 26 May 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 232 5,024 0 19 Jun 2018
Regularisation of Neural Networks by Enforcing Lipschitz Continuity Henry Gouk E. Frank Bernhard Pfahringer M. Cree 108 473 0 12 Apr 2018
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 84 563 0 26 Sep 2013
On Measurement Bias in Causal Inference Judea Pearl CML 50 113 0 15 Mar 2012