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SVM Optimization: Inverse Dependence on Training Set Size

Published on 2008-07-244733 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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