Home
CV
Publications
Causal Representation Learning
Unpaired Multi-Domain Causal Representation Learning
The goal of causal representation learning is to find a representation of data that consists of causally related latent variables. We …
Nils Sturma
,
Chandler Squires
,
Mathias Drton
,
Caroline Uhler
PDF
Cite
Linear Causal Disentanglement via Interventions
Causal disentanglement seeks a representation of data involving latent variables that relate to one another via a causal model. A …
Chandler Squires
,
Anna Seigal
,
Salil Bhate
,
Caroline Uhler
PDF
Cite
Cite
×