Causal Discovery for Non-stationary Non-linear Time Series Data Using Just-In-Time Modeling

Daigo Fujiwara, Kazuki Koyama, Keisuke Kiritoshi, Tomomi Okawachi, Tomonori Izumitani, Shohei Shimizu. Causal Discovery for Non-stationary Non-linear Time Series Data Using Just-In-Time Modeling. In Mihaela van der Schaar, Cheng Zhang 0005, Dominik Janzing, editors, Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April 2023, Amazon Development Center, Tübingen, Germany, April 11-14, 2023. Volume 213 of Proceedings of Machine Learning Research, pages 880-894, PMLR, 2023. [doi]

Abstract

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