Emin Erdem Kumbasar

Sample Dependence-Aware Blind Source Separation for Linear Causal Discovery

Causal discovery seeks to determine directional relationships among variables in complex systems, yet observational data alone generally do not identify causal direction. Complete identification therefore requires assumptions beyond linearity and acyclicity. A key approach is the Linear Non-Gaussian Acyclic Model (LiNG...