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latent causal model

5 papers

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causal representation learning (3) linear gaussian model (1) edge clique cover (1) causal abstraction (1) causal disentanglement (1) rq decomposition (1) causal variable (1) contrastive data pair (1) latent variable identifiability (1) linear causal model (1)

Papers

Identifying Weight-Variant Latent Causal Models JMLR 2026 On the Identifiability of Causal Abstractions AISTATS 2025 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Linear Causal Disentanglement via Interventions ICML 2023 Measurement Dependence Inducing Latent Causal Models UAI 2020