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Compressed Sensing and Its Applications : Third International Matheon Confere...

Description: Compressed Sensing and Its Applications : Third International Matheon Conference 2017, Hardcover by Kutyniok, Gitta (EDT); Boche, Holger (EDT); Caire, Giuseppe (EDT); Calderbank, Robert (EDT); Mathar, Rudolf (EDT), ISBN 3319730738, ISBN-13 9783319730738, Brand New, Free shipping in the US

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.

Price: 155.31 USD

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End Time: 2024-11-25T08:43:52.000Z

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Compressed Sensing and Its Applications : Third International Matheon Confere...

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Restocking Fee: No

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Book Title: Compressed Sensing and Its Applications : Third International Mat

Number of Pages: Xvii, 295 Pages

Publication Name: Compressed Sensing and Its Applications : Third International Matheon Conference 2017

Language: English

Publisher: Springer International Publishing A&G

Subject: Numerical Analysis, Probability & Statistics / General, Applied, Mathematical Analysis

Publication Year: 2019

Type: Textbook

Item Weight: 22.6 Oz

Author: Holger Boche

Subject Area: Mathematics

Item Length: 9.3 in

Series: Applied and Numerical Harmonic Analysis Ser.

Item Width: 6.1 in

Format: Hardcover

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