Continuous Treatment Effect Estimation via Generative Adversarial De-confounding

Yunzhe Li, Kun Kuang, Bo Li 0064, Peng Cui 0001, Jianrong Tao, Hongxia Yang, Fei Wu 0001. Continuous Treatment Effect Estimation via Generative Adversarial De-confounding. In Thuc Duy Le, Lin Liu 0003, Kun Zhang 0001, Emre Kiciman, Peng Cui 0001, Aapo Hyvärinen, editors, Proceedings of the 2020 KDD Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020. Volume 127 of Proceedings of Machine Learning Research, pages 4-22, PMLR, 2020. [doi]

Authors

Yunzhe Li

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Kun Kuang

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Bo Li 0064

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Peng Cui 0001

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Jianrong Tao

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Hongxia Yang

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Fei Wu 0001

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