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SVM Optimization: Inverse Dependence on Training Set Size

Published on Jul 24, 20084724 Views

We discuss how the runtime of SVM optimization should decrease as the size of the training data increases. We present theoretical and empirical results demonstrating how a simple subgradient descent a

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