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stat.ML2021
Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles
Tianyi Yao, Minjie Wang, Genevera I. Allen
Gaussian graphical models provide a powerful framework for uncovering conditional dependence relationships between sets of nodes; they have found applications in a wide variety of…
stat.ML2021★ 3 cited
Thresholded Graphical Lasso Adjusts for Latent Variables: Application to Functional Neural Connectivity
Minjie Wang, Genevera I. Allen
In neuroscience, researchers seek to uncover the connectivity of neurons from large-scale neural recordings or imaging; often people employ graphical model selection and estimation…