SPARSE REPRESENTATION FOR COMPUTER VISION AND PATTERN RECOGNITION By John Wright Yi Ma

Source URL: www.dtic.mil

Learning the Structure of Deep Sparse Graphical Models Ryan Prescott Adams University of Toronto Hanna M. Wallach

Source URL: dirichlet.net

Journal of Machine Learning Research2334 Submitted 9/10; Revised 3/11; Published 7/11 Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton∗ †

Source URL: www.jmlr.org

Aditya Bhaskara, Ananda Theertha Suresh, Morteza Zadimoghaddam SUPPLEMENTARY MATERIAL: Sparse Solutions to Nonnegative Linear Systems and Applications A

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Learning and Sparse Control of Multiagent Systems Massimo Fornasier (Technische Universität München) In the past decade there has been a large scope of studies on mathematical models of social dynamics. Self-organizati

Source URL: www.7ecm.de

• Systems science
• Systems theory
• Academia
• Scientific modeling
• Mathematical optimization
• Agent-based model
• Simulation
• Optimal control
• Self-organization

Convex block-sparse linear regression with expanders – provably 9 Appendix

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CLASS PROJECT FOR EE225B (SPRING 2006), UNIVERSITY OF CALIFORNIA-BERKELEY 1 Sparse Signal Representation: Image Compression using Sparse Bayesian Learning

Source URL: www.ericbattenberg.com

• Statistics
• Signal processing
• Mathematical analysis
• Probability
• Multivariate statistics
• Numerical linear algebra
• Sparse approximation
• Wavelet
• Filter bank
• Normal distribution
• Matching pursuit
• Linear algebra

1 Sparse and spurious: dictionary learning with noise and outliers arXiv:1407.5155v4 [cs.LG] 22 Aug 2015

Source URL: arxiv.org

A survey of direct methods for sparse linear systems Timothy A. Davis, Sivasankaran Rajamanickam, and Wissam M. Sid-Lakhdar Technical Report, Department of Computer Science and Engineering, Texas A&M Univ, April 2016,

Source URL: faculty.cse.tamu.edu

Sparse Linear Models: Estimation and Approximate Bayesian Inference Matthias Seeger Laboratory for Probabilistic Machine Learning Ecole Polytechnique Fédérale de Lausanne

Source URL: mlss.tuebingen.mpg.de