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neighborhood selection

10 papers

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Co-occurring keywords · papers mentioning both

graphical model (6) gaussian graphical model (3) k-nearest neighbor (2) conditional independence (2) high-dimensional estimation (2) sparse estimation (2) structure learning (2) penalized regression (1) penalized estimation (1) graphical model estimation (1)

Papers

Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022 Nonparametric Neighborhood Selection in Graphical Models JMLR 2022 Joint Structural Estimation of Multiple Graphical Models JMLR 2016 The Multiple Quantile Graphical Model NeurIPS 2016 Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013 On Poisson Graphical Models NeurIPS 2013 Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning ICML 2013 Graphical Models via Generalized Linear Models NeurIPS 2012 High-Dimensional Graphical Model Selection Using ℓ_1-Regularized Logistic Regression NeurIPS 2006