The Third Pillar of Causal Analysis? A Measurement Perspective on Causal Representations

Dingling Yao, Shimeng Huang, Riccardo Cadei +2

Causal reasoning and discovery, two fundamental tasks of causal analysis, often face challenges in applications due to the complexity, noisiness, and high-dimensionality of real-wo…