An Empirical Examination of Balancing Strategy for Counterfactual
Estimation on Time Series

An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series

16 August 2024

Qiang Huang

Yi Chang

Yan Liu

ArXiv (abs)PDF HTML

Papers citing "An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series"

7 / 7 papers shown

Title
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media Yizhou Zhang Defu Cao Yang Liu CML 75 23 0 14 Oct 2022
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization Min Cheng Xinru Liao Quanlian Liu Bin Ma Jian Xu Bo Zheng CML 69 25 0 02 Jun 2022
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach Junhao Hua Ling Yan Huan Xu Cheng Yang 33 17 0 18 May 2021
Estimating Individual Treatment Effects with Time-Varying Confounders Ruoqi Liu Changchang Yin Ping Zhang CML 78 27 0 27 Aug 2020
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 225 749 0 24 May 2017
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 91 1,373 0 08 Oct 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,524 0 28 May 2015

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