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Should Under-parameterized Student Networks Copy or Average Teacher Weights?
Any continuous function $f*$ can be approximated arbitrarily well by a neural network with sufficiently many neurons $k$. We consider the case when $f*$ itself is a neural network with one hidden layer and $k$ neurons. Approximating $f*$ with a …
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