ShujunLi

Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models

Causal discovery aims to identify causal relationships from observational data. Recently, optimization-based causal discovery methods have attracted extensive attention in the literature due to their efficiency in handling high-dimensional problems. However, we observe that optimization-based method…