Sparse Modeling : Theory, Algorithms, and Applications, PDF eBook

Sparse Modeling : Theory, Algorithms, and Applications PDF

Part of the Chapman & Hall/CRC Machine Learning & Pattern Recognition series

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Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential.

Sparsity can also dramatically improve the cost efficiency of signal processing.Sparse Modeling: Theory, Algorithms, and Applications provides an introduction t

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