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Scalable Distributed Kernel Support Vector Machine Training
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由 R Shah 著作2019被引用 8 次 — This paper proposes a novel SVM training algorithm and its parallelization strategy that can efficiently train on data-sets with millions of samples on ...
Scalable Distributed Kernel Support Vector Machine Training
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PDF | Kernel Support Vector Machine (SVM) is a popular machine learning model for classification and regression. A significant challenge of large scale.
xSVM: Scalable Distributed Kernel Support Vector Machine ...
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由 R Shah 著作2019被引用 8 次 — Abstract—Kernel Support Vector Machine (SVM) is a popular machine learning model for classification and regression. A significant challenge of large scale ...
xSVM: Scalable Distributed Kernel Support Vector Machine Training ...
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https://colab.ws › articles › BigData47...
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This paper proposes a novel SVM training algorithm and its parallelization strategy that can efficiently train on data-sets with millions of samples on ...
Ying Lin
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xSVM: Scalable distributed kernel support vector machine training. R Shah, S Zhang, Y Lin, P Wu. 2019 IEEE International Conference on Big Data (Big Data) ...
xSVM: Scalable Distributed Kernel Support Vector Machine ...
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xSVM: Scalable Distributed Kernel Support Vector Machine Training ... xSVM: Scalable Distributed Kernel Support Vector Machine Training. 資料種別 ...
Distributed QR Decomposition Framework for Training Support ...
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xSVM: Scalable Distributed Kernel Support Vector Machine Training. Conference ... Support Vector Machine(SVM) is a classical machine learning model for ...
CA-SVM: Communication-Avoiding Support Vector Machines on ...
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This study considers a series of algorithmic refinements, leading ultimately to a Communication-Avoiding SVM (CASVM) method that improves the is efficiency ...
Distributed QR Decomposition Framework for Training Support ...
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This work presents a novel QR decomposition framework (QRSVM) to efficiently model and solve a large scale SVM problem by capitalizing on low-rank ...
Overview of Optimization Algorithms for Large-scale Support Vector ...
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Support vector machine (SVM) is one of the most classical machine learning algorithms, which performs well in many fields. However, the traditional training ...