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Sinopsis
The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. In addition to methods in compressed sensing, chapters provide insights into cutting edge applications of deep learning in data science, highlighting the overlapping ideas and methods that connect the fields of compressed sensing and deep learning. Specific topics covered include:
- Quantized compressed sensing
- Classification
- Machine learning
- Oracle inequalities
- Non-convex optimization
- Image reconstruction
- Statistical learning theory
This volume will be a valuable resource for graduate students and researchers in the areas of mathematics, computer science, and engineering, as well as other applied scientists exploring potential applications of compressed sensing.
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De la contraportada
The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. In addition to methods in compressed sensing, chapters provide insights into cutting edge applications of deep learning in data science, highlighting the overlapping ideas and methods that connect the fields of compressed sensing and deep learning. Specific topics covered include:
- Quantized compressed sensing
- Classification
- Machine learning
- Oracle inequalities
- Non-convex optimization
- Image reconstruction
- Statistical learning theory
This volume will be a valuable resource for graduate students and researchers in the areas of mathematics, computer science, and engineering, as well as other applied scientists exploring potential applications of compressed sensing.
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Compressed Sensing and Its Applications. Third International MATHEON Conference 2017.
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Cham, Birkhäuser., 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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XVII, 295 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Applied and Numerical Harmonic Analysis. Sprache: Englisch. Nº de ref. del artículo: 5916BB
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (Applied and Numerical Harmonic Analysis)
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Birkhäuser, 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (Applied and Numerical Harmonic Analysis)
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Compressed Sensing and Its Applications (Hardcover)
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Birkhauser Verlag AG, Basel, 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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Hardcover. Condición: new. Hardcover. The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. In addition to methods in compressed sensing, chapters provide insights into cutting edge applications of deep learning in data science, highlighting the overlapping ideas and methods that connect the fields of compressed sensing and deep learning. Specific topics covered include:Quantized compressed sensingClassificationMachine learningOracle inequalitiesNon-convex optimizationImage reconstructionStatistical learning theoryThis volume will be a valuable resource for graduate students and researchers in the areas of mathematics, computer science, and engineering, as well as other applied scientists exploring potential applications of compressed sensing. The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9783319730738
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Compressed Sensing and Its Applications
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Springer International Publishing Aug 2019, 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. In addition to methods in compressed sensing, chapters provide insights into cutting edge applications of deep learning in data science, highlighting the overlapping ideas and methods that connect the fields of compressed sensing and deep learning. Specific topics covered include:Quantized compressed sensingClassificationMachine learningOracle inequalitiesNon-convex optimizationImage reconstructionStatistical learning theoryThis volume will be a valuable resource for graduate students and researchers in the areas of mathematics, computer science, and engineering, as well as other applied scientists exploring potential applications of compressed sensing. 316 pp. Englisch. Nº de ref. del artículo: 9783319730738
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (Applied and Numerical Harmonic Analysis)
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (Applied and Numerical Harmonic Analysis)
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Compressed Sensing and Its Applications
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Springer International Publishing, 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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Gebunden. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Highlights state-of-the-art applications and methodologies of compressed sensingContains chapters written by leading experts in the fields of compressed sensing and deep learningIncludes a self-contai. Nº de ref. del artículo: 218768061
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017
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Birkhauser Verlag AG, 2019
ISBN 10: 3319730738
ISBN 13: 9783319730738
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Condición: New. 2019. 1st ed. 2019. Hardcover. . . . . . Nº de ref. del artículo: V9783319730738
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Compressed Sensing and Its Applications : Third International MATHEON Conference 2017
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Springer (India) Private Limited, 2019
ISBN 10: 3319730738
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