BriefGPT.xyz
Feb, 2019
无限宽度有界范数网络在函数空间中的表现
How do infinite width bounded norm networks look in function space?
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Pedro Savarese, Itay Evron, Daniel Soudry, Nathan Srebro
TL;DR
探讨无界宽度的ReLU网络能够捕获什么样的函数，证明单隐层网络表示函数的最小网络范数，以及说明样本的最小范数拟合是通过线性样条插值实现的。
Abstract
We consider the question of what functions can be captured by
relu networks
with an unbounded number of units (
infinite width
), but where the overall
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