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Nov, 2019
无限宽深度神经网络无穷集合中的信息
Information in Infinite Ensembles of Infinitely-Wide Neural Networks
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Ravid Schwartz-Ziv, Alexander A. Alemi
TL;DR
研究无限集合的无限宽神经网络的泛化特性，在信息论数量上计算，寻找与泛化相关的信号。
Abstract
In this preliminary work, we study the
generalization properties
of infinite ensembles of infinitely-wide
neural networks
. Amazingly, this model family admits tractable calculations for many
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