Soheun Yi

Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models

Causal structures in the real world often exhibit cycles naturally due to equilibrium, homeostasis, or feedback. However, causal discovery from observational studies regarding cyclic models has not been investigated extensively because the underlying structure of a linear cyclic structural equation…