conftrace_

linear causal model

10 papers

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Co-occurring keywords

latent variable (541) graphical model (864) causal discovery (460) structural causal model (184) causal inference (1630) linear model (94) causal representation learning (38) structural equation model (77) latent factor (49) identifiability guarantee (5)

Papers

Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity NIPS 2024
Identifying General Mechanism Shifts in Linear Causal Representations NIPS 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models NIPS 2024
Linear Causal Disentanglement via Interventions ICML 2023
Confidence in causal discovery with linear causal models UAI 2021
Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases NIPS 2021
Structure Learning for Cyclic Linear Causal Models UAI 2020
Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets ICML 2020
Learning Linear Cyclic Causal Models with Latent Variables JMLR 2012
Markov Properties for Linear Causal Models with Correlated Errors JMLR 2009