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sparse structure learning

8 papers

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Co-occurring keywords · papers mentioning both

gaussian graphical model (4) graphical model (2) directed acyclic graph (2) sparse optimization (2) precision matrix (2) structure learning (2) maximum likelihood estimation (1) sparse linear regression (1) graphical lasso (1) gaussian copula (1)

Papers

Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026 Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 Learning Some Popular Gaussian Graphical Models without Condition Number Bounds NeurIPS 2020 Learning Sparse Nonparametric DAGs AISTATS 2020 Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016 On Sparse Gaussian Chain Graph Models NeurIPS 2014 Sparse and Locally Constant Gaussian Graphical Models NeurIPS 2009