conftrace_

neighborhood selection

9 papers

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Co-occurring keywords

graphical model (864) k-nearest neighbor (152) gaussian graphical model (106) high-dimensional estimation (43) structure learning (341) nonparametric method (37) markov network (40) count datum (17) transport map (22) graph-based method (73)

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
Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013
On Poisson Graphical Models NIPS 2013
Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning ICML 2013
Graphical Models via Generalized Linear Models NIPS 2012
High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression NIPS 2006