| 书目名称 | Compressed Sensing and Its Applications |
| 副标题 | Third International |
| 编辑 | Holger Boche,Giuseppe Caire,Philipp Petersen |
| 视频video | |
| 概述 | Highlights state-of-the-art applications and methodologies of compressed sensing.Contains chapters written by leading experts in the fields of compressed sensing and deep learning.Includes a self-cont |
| 丛书名称 | Applied and Numerical Harmonic Analysis |
| 图书封面 |  |
| 描述 | 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.. |
| 出版日期 | Book 2019 |
| 关键词 | Compressed sensing; Compressed sensing theory and applications; Compressed sensing book; Compressed sen |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-73074-5 |
| isbn_ebook | 978-3-319-73074-5Series ISSN 2296-5009 Series E-ISSN 2296-5017 |
| issn_series | 2296-5009 |
| copyright | Springer Nature Switzerland AG 2019 |
发表于 2025-3-21 18:41:04
