Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection

Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein, Joachim Denzler. Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. In Gernot A. Fink, Simone Frintrop, Xiaoyi Jiang 0001, editors, Pattern Recognition - 41st DAGM German Conference, DAGM GCPR 2019, Dortmund, Germany, September 10-13, 2019, Proceedings. Volume 11824 of Lecture Notes in Computer Science, pages 261-273, Springer, 2019. [doi]

Abstract

Abstract is missing.