Estimation of Structural Causal Model via Sparsely Mixing Independent Component Analysis

Kazuharu Harada, Hironori Fujisawa

We consider the problem of inferring the causal structure from observational data, especially when the structure is sparse. This type of problem is usually formulated as an inferen…