Compressed Sensing and Its Applications

Third International MATHEON Conference 2017

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis, Applied
Cover of the book Compressed Sensing and Its Applications by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319730745
Publisher: Springer International Publishing Publication: August 13, 2019
Imprint: Birkhäuser Language: English
Author:
ISBN: 9783319730745
Publisher: Springer International Publishing
Publication: August 13, 2019
Imprint: Birkhäuser
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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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.

More books from Springer International Publishing

Cover of the book Astrodynamics Network AstroNet-II by
Cover of the book Urban Vulnerability and Climate Change in Africa by
Cover of the book Teacher Professional Learning in International Education by
Cover of the book The Ni-Cu-(PGE) Aguablanca Ore Deposit (SW Spain) by
Cover of the book Universal Access in Human–Computer Interaction. Design and Development Approaches and Methods by
Cover of the book Modern Mysteries of the Moon by
Cover of the book Modern Age Environmental Problems and their Remediation by
Cover of the book Kant, Shelley and the Visionary Critique of Metaphysics by
Cover of the book Applied Multivariate Statistics with R by
Cover of the book Public Choice Analyses of American Economic History by
Cover of the book Oncological PET/CT with Histological Confirmation by
Cover of the book Fuzzy Control, Estimation and Diagnosis by
Cover of the book Alternative Schooling and New Education by
Cover of the book Transnational Philanthropy by
Cover of the book Semantic Web Evaluation Challenge by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy