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Local‐aggregate modeling for big data via distributed optimization: Applications to neuroimaging |
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| Authors: | Yue Hu Genevera I Allen |
| Institution: | 1. Department of StatisticsRice University;2. Dobelman Family Junior Chair Departments of Statistics and Electrical & Computer EngineeringRice University, Department of Pediatrics‐Neurology, Baylor College of Medicine, Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital |
| Abstract: | |
| Keywords: | ADMM Big data Ensemble learning Generalized linear models Multi‐subject neuroimaging Parallel computing Regularization paths |