Linear Causal Representation Learning by Topological Ordering, Pruning, and Disentanglement

Hao Chen, Lin Liu, Yu Guang Wang

Causal representation learning (CRL) has garnered increasing interest from the causal inference and artificial intelligence communities due to its potential to disentangle complex…