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Paperback Deep Learning Through Sparse and Low-Rank Modeling Book

ISBN: 0128136596

ISBN13: 9780128136591

Deep Learning Through Sparse and Low-Rank Modeling

Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models--those that emphasize problem-specific Interpretability--with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the toolkit of deep learning is closely tied with the sparse/low rank methods and algorithms, providing a rich variety of theoretical and analytic...

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Format: Paperback

Condition: New

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