"identifiability results" Papers

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Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning

Patrik Reizinger, Siyuan Guo, Ferenc Huszar et al.

ICLR 2025arXiv:2406.14302
15
citations

A Sparsity Principle for Partially Observable Causal Representation Learning

Danru Xu, Dingling Yao, Sébastien Lachapelle et al.

ICML 2024arXiv:2403.08335
22
citations