Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis

Nicholas Tagliapietra, Katharina Ensinger, Christoph Zimmer +1

Real world systems evolve in continuous-time according to their underlying causal relationships, yet their dynamics are often unknown. Existing approaches to learning such dynamics…