BriefGPT.xyz
Jun, 2012
表示学习：综述与新视角
Unsupervised Feature Learning and Deep Learning: A Review and New Perspectives
HTML
PDF
Yoshua Bengio, Aaron Courville, Pascal Vincent
TL;DR
本文回顾了无监督特征学习和深度学习领域中的最新进展，讨论了学习良好的数据表示的适当目标，以及表示学习、密度估计和流形学习之间的几何联系。
Abstract
The success of
machine learning
algorithms generally depends on
data representation
, and we hypothesize that this is because different representations can entangle and hide more or less the different explanatory
→