conftrace_

sparse representation

314 papers

Explore in graph

Also known as

SR

Co-occurring keywords · papers mentioning both

dictionary learning (68) sparse coding (30) feature extraction (20) feature learning (20) unsupervised learning (16) sparse optimization (13) dimensionality reduction (13) representation learning (13) neural network (12) feature selection (11)

Papers

Supervised Dictionary Learning NeurIPS 2008 Dense Mapping for Range Sensors: Efficient Algorithms and Sparse Representations RSS 2007 Sparse Feature Learning for Deep Belief Networks NeurIPS 2007 Sparse Overcomplete Latent Variable Decomposition of Counts Data NeurIPS 2007 Efficient Learning of Sparse Representations with an Energy-Based Model NeurIPS 2006 implicit Online Learning with Kernels NeurIPS 2006 Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming JMLR 2006 Nonnegative Sparse PCA NeurIPS 2006 On Model Selection Consistency of Lasso JMLR 2006 Sparse Kernel Orthonormalized PLS for feature extraction in large data sets NeurIPS 2006 Sparse Representation for Signal Classification NeurIPS 2006 Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach JMLR 2005 Non-negative Matrix Factorization with Sparseness Constraints JMLR 2004 A Multiscale Framework For Blind Separation of Linearly Mixed Signals JMLR 2003