Embracing the black box: Heading towards foundation models for causal discovery from time series data

Gideon Stein, Maha Shadaydeh, Joachim Denzler

Causal discovery from time series data encompasses many existing solutions, including those based on deep learning techniques. However, these methods typically do not endorse one o…