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mechanism sparsity
mechanism sparsity
2 papers
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Co-occurring keywords
· papers mentioning both
causal graphical model
(2)
variational autoencoder
(2)
partial disentanglement
(1)
identifiability theory
(1)
latent factor
(1)
disentangled representation
(1)
independent component analysis
(1)
representation learning
(1)
Papers
Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies
JMLR 2026
Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA
CLeaR 2022
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