Identifiable Latent Polynomial Causal Models Through the Lens of Change

Yuhang Liu, Zhen Zhang, Dong Gong +5

Causal representation learning aims to unveil latent high-level causal representations from observed low-level data. One of its primary tasks is to provide reliable assurance of id…