On Coresets for Support Vector Machines
We present an efficient coreset construction algorithm for large-scale Support Vector Machine (SVM) training in Big Data and streaming applications. A coreset is a small, representative subset of the original data points such that a models trained on the coreset are provably competitive with those t...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Springer International Publishing,
2021-04-13T11:38:34Z.
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Subjects: | |
Online Access: | Get fulltext |
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