BriefGPT.xyz
Nov, 2015
朝着有原则的无监督学习
Towards Principled Unsupervised Learning
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Ilya Sutskever, Rafal Jozefowicz, Karol Gregor, Danilo Rezende, Tim Lillicrap...
TL;DR
该论文提出了一种新的无监督学习成本函数(ODM),其测量了预测分布和标签分布之间的差异,并演示了在极少量标记训练情况下,如何使用ODM成本进行一次领域自适应。
Abstract
General
unsupervised learning
is a long-standing conceptual problem in machine learning. Supervised learning is successful because it can be solved by the minimization of the training error
cost function
.
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