Towards Identifiable Representations under Misspecified Structure
This work characterize structural misspecification as a perturbed factor analysis problem, and establishes subspace identifiability under spectral separation and controlled perturbation, followed by component-wise identifiability under structural sparsity.
Yu-Ke Li, Yujia Zheng, Zi-Yi Chen et al.
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