Hang Chen

Towards Causal Representation Learning and Deconfounding from Indefinite Data

2023 · arXiv (Cornell University)

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 and methods with traditional causal data. To unify these data types of …