IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data

Tian Gao, Debarun Bhattacharjya, Elliot Nelson, Miao Liu, Yue Yu. IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 6988-7001, PMLR, 2022. [doi]

Authors

Tian Gao

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Debarun Bhattacharjya

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Elliot Nelson

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Miao Liu

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Yue Yu

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