Towards Causal Representation Learning and Deconfounding from Indefinite Data

Hang Chen, Xinyu Yang, Qing Yang

Owing to the cross-pollination between causal discovery and deep learning, non-statistical data (e.g., images, text, etc.) encounters significant conflicts in terms of properties a…