Adaptive Kernel Value Caching for SVM Training

10.1109/TNNLS.2019.2944562

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Main Authors: Li, Qinbin, Wen, Zeyi, He, Bingsheng
Other Authors: DEPARTMENT OF COMPUTER SCIENCE
Format: Article
Language:English
Published: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/215372
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2153722024-11-10T23:34:39Z Adaptive Kernel Value Caching for SVM Training Li, Qinbin Wen, Zeyi He, Bingsheng DEPARTMENT OF COMPUTER SCIENCE DEAN'S OFFICE (SCHOOL OF COMPUTING) Assoc Prof Bingsheng He Science & Technology Technology Computer Science, Artificial Intelligence Computer Science, Hardware & Architecture Computer Science, Theory & Methods Engineering, Electrical & Electronic Computer Science Engineering Training Support vector machines Kernel Libraries Learning systems Adaptive systems Runtime Caching efficiency kernel values support vector machines (SVMs) 10.1109/TNNLS.2019.2944562 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 31 7 2376-2386 2022-02-15T04:02:04Z 2022-02-15T04:02:04Z 2020-07-01 2022-02-14T23:41:31Z Article Li, Qinbin, Wen, Zeyi, He, Bingsheng (2020-07-01). Adaptive Kernel Value Caching for SVM Training. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 31 (7) : 2376-2386. ScholarBank@NUS Repository. https://doi.org/10.1109/TNNLS.2019.2944562 2162-237X,2162-2388 https://scholarbank.nus.edu.sg/handle/10635/215372 en IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC Elements
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Science & Technology
Technology
Computer Science, Artificial Intelligence
Computer Science, Hardware & Architecture
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Computer Science
Engineering
Training
Support vector machines
Kernel
Libraries
Learning systems
Adaptive systems
Runtime
Caching
efficiency
kernel values
support vector machines (SVMs)
spellingShingle Science & Technology
Technology
Computer Science, Artificial Intelligence
Computer Science, Hardware & Architecture
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Computer Science
Engineering
Training
Support vector machines
Kernel
Libraries
Learning systems
Adaptive systems
Runtime
Caching
efficiency
kernel values
support vector machines (SVMs)
Li, Qinbin
Wen, Zeyi
He, Bingsheng
Adaptive Kernel Value Caching for SVM Training
description 10.1109/TNNLS.2019.2944562
author2 DEPARTMENT OF COMPUTER SCIENCE
author_facet DEPARTMENT OF COMPUTER SCIENCE
Li, Qinbin
Wen, Zeyi
He, Bingsheng
format Article
author Li, Qinbin
Wen, Zeyi
He, Bingsheng
author_sort Li, Qinbin
title Adaptive Kernel Value Caching for SVM Training
title_short Adaptive Kernel Value Caching for SVM Training
title_full Adaptive Kernel Value Caching for SVM Training
title_fullStr Adaptive Kernel Value Caching for SVM Training
title_full_unstemmed Adaptive Kernel Value Caching for SVM Training
title_sort adaptive kernel value caching for svm training
publisher IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/215372
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