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An Introduction to Statistical Machine Learning ... - Samy Bengio

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Why <strong>Learning</strong> is Difficult (3)<br />

• Given a finite amount of training data, you have <strong>to</strong> derive a<br />

relation for an infinite domain<br />

• In fact, there is an infinite number of such relations<br />

• ... the hidden test points...<br />

<strong>Introduction</strong> <strong>to</strong> <strong>Machine</strong> <strong>Learning</strong> 7

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