Search Results for author: Alireza Fathollah Pour

Found 1 papers, 1 papers with code

Benefits of Additive Noise in Composing Classes with Bounded Capacity

1 code implementation14 Jun 2022 Alireza Fathollah Pour, Hassan Ashtiani

We observe that given two (compatible) classes of functions $\mathcal{F}$ and $\mathcal{H}$ with small capacity as measured by their uniform covering numbers, the capacity of the composition class $\mathcal{H} \circ \mathcal{F}$ can become prohibitively large or even unbounded.

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