SC3D: Dynamic and Differentiable Causal Discovery for Temporal and Instantaneous Graphs

Sourajit Das, Dibyajyoti Chakraborty, Romit Maulik

Discovering causal structures from multivariate time series is a key problem because interactions span across multiple lags and possibly involve instantaneous dependencies. Additio…