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sparse inverse covariance estimation

7 papers

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SICE

Co-occurring keywords · papers mentioning both

graphical model (5) sparse inverse covariance (5) gaussian graphical model (3) newton method (2) inverse covariance estimation (2) precision matrix (2) l1 regularization (2) high-dimensional estimation (2) sparse estimation (2) brain connectivity (2)

Papers

Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation AISTATS 2018 Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity NeurIPS 2016 A Block-Coordinate Descent Approach for Large-scale Sparse Inverse Covariance Estimation NeurIPS 2014 Sparse Inverse Covariance Estimation with Calibration NeurIPS 2013 Newton-Like Methods for Sparse Inverse Covariance Estimation NeurIPS 2012 Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation NeurIPS 2011 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009