MOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series
arXiv:2605.05524v1 Announce Type: new
Abstract: Causal representation learning (CRL) seeks to recover latent variables with identifiability guarantees, typically up to permutation and component-wise reparameterization under appropriate assumptions. Ho…