BriefGPT.xyz
Oct, 2018
智能选择: 编程与机器学习的混合
Predicted Variables in Programming
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Victor Carbune, Thierry Coppey, Alexander Daryin, Thomas Deselaers, Nikhil Sarda...
TL;DR
提出了SmartChoices,将机器学习作为编程语言的一等公民,通过提供一种3个调用的API以及一个对象SmartChoice来将人类专家定义系统的编程方法与基于数据学习的机器学习方法相结合,在三个算法问题中大大提高了性能,同时无需更改现有实现,且使用标准强化学习方法。
Abstract
We present Predicted Variables (PVars), an approach to making
machine learning
(ML) a first class citizen in
programming languages
. There is a growing divide in approaches to building systems: using human experts
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