Encode-Decoder-based GAN for Estimating Counterfactual Outcomes under Sequential Selection Bias and Combinatorial Explosion

Yoshiyuki Norimatsu; Masaaki Imaizumi

2025 CLeaR CLeaR 2025

Encode-Decoder-based GAN for Estimating Counterfactual Outcomes under Sequential Selection Bias and Combinatorial Explosion

Abstract

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Authors

Yoshiyuki Norimatsu, Masaaki Imaizumi

Topics

Machine Learning > Application Areas > Domain Adaptation Deep Learning > Architectures > Transformers Deep Learning > Models > Generative Models

Keywords

generative adversarial network encoder-decoder transformer counterfactual outcome combinatorial explosion longitudinal sequential selection bias

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