group sparsity

Fast ConvNets Using Group-Wise Brain Damage CVPR 2016 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 Learning the Number of Neurons in Deep Networks NeurIPS 2016 Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016 On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016 Structured Sparse Regression via Greedy Hard Thresholding NeurIPS 2016 The knockoff filter for FDR control in group-sparse and multitask regression ICML 2016 Joint Patch and Multi-Label Learning for Facial Action Unit Detection CVPR 2015 Low-Cost Compressive Sensing for Color Video and Depth CVPR 2014 Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014 Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications ICCV 2013 Block and Group Regularized Sparse Modeling for Dictionary Learning CVPR 2013 Group Norm for Learning Structured SVMs with Unstructured Latent Variables ICCV 2013 Group Sparsity and Geometry Constrained Dictionary Learning for Action Recognition from Depth Maps ICCV 2013 Learning Discriminative Part Detectors for Image Classification and Cosegmentation ICCV 2013 Learning Heteroscedastic Models by Convex Programming under Group Sparsity ICML 2013 Robust Structural Metric Learning ICML 2013 Super-resolution via Transform-Invariant Group-Sparse Regularization ICCV 2013 Learning to Align from Scratch NeurIPS 2012 Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012 Greedy Algorithms for Structurally Constrained High Dimensional Problems NeurIPS 2011 Group Orthogonal Matching Pursuit for Logistic Regression AISTATS 2011 Learning with Structured Sparsity JMLR 2011 Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels NeurIPS 2011 Sparse Bayesian Multi-Task Learning NeurIPS 2011