This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling a
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English Pages 257 Year 2015
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Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those tha
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"Sparse modeling is a rapidly developing area at the intersection of statistical learning and signal processing, mo
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Credit risk is today one of the most intensely studied topics in quantitative finance. This book provides an introductio
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This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian m
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