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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Compressed Sensing and Its Applications: Third International Matheon Conference 2017

Compressed Sensing and Its Applications: Third International Matheon Conference 2017

Boche, Holger
Caire, Giuseppe
Calderbank, Robert

Hardcover

Series: Applied and Numerical Harmonic Analysis

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3319730738
ISBN13: 9783319730738
Publisher: Birkhauser
Published: Aug 14 2019
Pages: 295
Weight: 1.36
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
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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