Min Zheng, Samantha Kleinberg. Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series. In Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2019, 9-10 August 2019, Ann Arbor, Michigan, USA. Volume 106 of Proceedings of Machine Learning Research, pages 474-489, PMLR, 2019. [doi]
Abstract is missing.