dictionary learning

Spatial Locality-Aware Sparse Coding and Dictionary Learning ACML 2012 Convex and Network Flow Optimization for Structured Sparsity JMLR 2011 Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011 Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NeurIPS 2011 Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NeurIPS 2011 Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NeurIPS 2011 On the Analysis of Multi-Channel Neural Spike Data NeurIPS 2011 Proximal Methods for Hierarchical Sparse Coding JMLR 2011 Sparse Estimation with Structured Dictionaries NeurIPS 2011 Structured sparse coding via lateral inhibition NeurIPS 2011 The Sample Complexity of Dictionary Learning COLT 2011 The Sample Complexity of Dictionary Learning JMLR 2011 Online Learning for Matrix Factorization and Sparse Coding JMLR 2010 Sparse Coding for Learning Interpretable Spatio-Temporal Primitives NeurIPS 2010 Structured Sparse Principal Component Analysis AISTATS 2010 Group Sparse Coding NeurIPS 2009 Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NeurIPS 2009 Supervised Dictionary Learning NeurIPS 2008 Learning Horizontal Connections in a Sparse Coding Model of Natural Images NeurIPS 2007 Efficient sparse coding algorithms NeurIPS 2006 Sparse Representation for Signal Classification NeurIPS 2006