MOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series

Shicheng Fan, Nour Elhendawy, Jianle Sun +4

Causal representation learning (CRL) seeks to recover latent variables with identifiability guarantees, typically up to permutation and component-wise reparameterization under appr…