Discovering Mixtures of Structural Causal Models from Time Series Data

Sumanth Varambally, Yi-An Ma, Rose Yu

Discovering causal relationships from time series data is significant in fields such as finance, climate science, and neuroscience. However, contemporary techniques rely on the sim…