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sparse precision matrix

8 papers

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Co-occurring keywords

graphical lasso (31) precision matrix estimation (27) sparse estimation (88) convex optimization (1321) graphical model (864) gaussian graphical model (106) high-dimensional datum (158) sparse optimization (246) high dimensional statistics (19) matrix estimation (34)

Papers

Two-way Sparse Network Inference for Count Data AISTATS 2022
A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022
Efficient Algorithm for Sparse Tensor-variate Gaussian Graphical Models via Gradient Descent AISTATS 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
Scene Labeling Using Sparse Precision Matrix CVPR 2016
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NIPS 2014
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013
Large Scale Distributed Sparse Precision Estimation NIPS 2013