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Jul, 2019
损失函数与T-范数之间的关系
On the relation between Loss Functions and T-Norms
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Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori
TL;DR
本文提供了一种新的解释cross-entropy loss的方法，并基于此推导出一种新的loss函数类，该类函数可以应用于任何有监督的学习任务中，提高收敛速度。
Abstract
deep learning
has been shown to achieve impressive results in several domains like computer vision and natural language processing. A key element of this success has been the development of new
loss functions
, li
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