کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
سنجش فشرده و برنامه های کاربردی آن
سنجش فشرده و برنامه های کاربردی آن

Compressed Sensing and Its Applications - Third International MATHEON Conference 2017
سال انتشار: 2019
تعداد صفحات: 305
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 7MB
قیمت: 200,000ريال

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Publisher : Birkhäuser

ISBN-10 : 3319730738

ISBN-13 : 978-3319730738

ASIN : B07XTK95PL

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.