Masked Gradient-Based Causal Structure Learning

Ignavier Ng, Shengyu Zhu, Zhuangyan Fang +3

This paper studies the problem of learning causal structures from observational data. We reformulate the Structural Equation Model (SEM) with additive noises in a form parameterize…