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updated docs
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is something that comes up a lot in optimization but in the context of machine learning
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usually people are talking about a particular form known as the Wolfe Dual.
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</p>
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It would also be good (but not critical) to be familiar with real analysis.
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It would also be good (but maybe not critical depending on which parts you want to read) to
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be familiar with real analysis.
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</ul><br/>
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</li>
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<li> <i>Kernel Methods for Pattern Analysis </i> by John Shawe-Taylor and Nello Cristianini
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