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Sparse Modeling

Name: Sparse Modeling
Brand: Taylor & Francis Inc
SKU: 06723807
Price: 119.35 EUR
Availability: InStock
Author: Genady Grabarnik
ISBN: 9781439828694

Genady Grabarnik

Language

English

Book Hardback

Libristo code: 06723807

Publishers Taylor & Francis Inc, December 2014

Sparse modeling is an important issue in many applications of machine learning and statistics where... Full description

Libristo code: 06723807

290 b

119.35 €

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Sparse modeling is an important issue in many applications of machine learning and statistics where the main objective is discovering predictive patterns in data to enhance understanding of underlying physical, biological, and other natural processes. This book surveys recent advances in statistics, machine learning, and signal processing related to sparse modeling. It provides a comprehensive introduction to recent developments in sparse modeling research, including the theoretical basis for sparse modeling, algorithmic approaches, and applications to computational biology, medicine, neuroscience, graphical model selection, and compressed sensing.