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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

5 votes
2 answers
420 views

$\sin(x)$ is a counterexample to the universal approximation theorem

Inspired by AnoE's answer to the problem Can a neural network with only 1 hidden layer solve any problem?, I want to rigorously prove that the sine function over the real line cannot be well approxima …
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