University of Warwick, King’s College London; Carnegie Mellon University, Mohamed Bin Zayed University of Artificial Intelligence; Carnegie Mellon University; University of Warwick, Mohamed Bin Zayed University of Artificial Intelligence; King’s College London
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric Xing, Yulan He, Kun Zhang
Causal Representation Learning;Identifiability;Counterfactual Generation;Latent variable models;Disentanglement.
Counterfactual Generation with Identifiability Guarantees