Why Sparse?

Why Sparse?

© Springer Nature Switzerland AG 2020. In many situations, a solution to a practical problem is sparse, i.e., corresponds to the case when most of the parameters describing the solution are zeros, and only a few attain non-zero values. This surprising empirical phenomenon helps solve the correspondi...

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Main Authors: Thongchai Dumrongpokaphan, Olga Kosheleva, Vladik Kreinovich, Aleksandra Belina
Format: Book Series
Published: 2020
Subjects:
Computer Science
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85080891217&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/68344
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Institution: Chiang Mai University
id th-cmuir.6653943832-68344
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spelling th-cmuir.6653943832-683442020-04-02T15:25:17Z Why Sparse? Thongchai Dumrongpokaphan Olga Kosheleva Vladik Kreinovich Aleksandra Belina Computer Science © Springer Nature Switzerland AG 2020. In many situations, a solution to a practical problem is sparse, i.e., corresponds to the case when most of the parameters describing the solution are zeros, and only a few attain non-zero values. This surprising empirical phenomenon helps solve the corresponding problems—but it remains unclear why this phenomenon happens. In this paper, we provide a possible theoretical explanation for this mysterious phenomenon. 2020-04-02T15:25:17Z 2020-04-02T15:25:17Z 2020-01-01 Book Series 18609503 1860949X 2-s2.0-85080891217 10.1007/978-3-030-31041-7_26 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85080891217&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/68344
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
spellingShingle Computer Science
Thongchai Dumrongpokaphan
Olga Kosheleva
Vladik Kreinovich
Aleksandra Belina
Why Sparse?
description © Springer Nature Switzerland AG 2020. In many situations, a solution to a practical problem is sparse, i.e., corresponds to the case when most of the parameters describing the solution are zeros, and only a few attain non-zero values. This surprising empirical phenomenon helps solve the corresponding problems—but it remains unclear why this phenomenon happens. In this paper, we provide a possible theoretical explanation for this mysterious phenomenon.
format Book Series
author Thongchai Dumrongpokaphan
Olga Kosheleva
Vladik Kreinovich
Aleksandra Belina
author_facet Thongchai Dumrongpokaphan
Olga Kosheleva
Vladik Kreinovich
Aleksandra Belina
author_sort Thongchai Dumrongpokaphan
title Why Sparse?
title_short Why Sparse?
title_full Why Sparse?
title_fullStr Why Sparse?
title_full_unstemmed Why Sparse?
title_sort why sparse?
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85080891217&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/68344
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