BIFOLD – Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.; National Engineering Research Center for E-Learning, Central China Normal University, China.; Uncertainty, Inverse Modeling and Machine Learning Group, Technische Universität Berlin, Germany.; Department of Radiology and Biomedical Imaging, University of California, San Francisco, USA.
Ali Hashemi, Yijing Gao, Chang Cai, Sanjay Ghosh, Klaus-Robert Müller, Srikantan Nagarajan, Stefan Haufe
Multi-task Linear Regression;Hierarchical Bayesian Learning;Type-II Maximum-Likelihood Inference;Nonconvex Optimization;Majorization Minimization;Riemannian Geometry;Toeplitz;Circulant Embedding;Sparse Bayesian Learning;Sparse Models;Sparse Regression;Compressed Sensing;Sparse Denoising;Neuroimaging;EEG/MEG;Brain Source Imaging
Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging