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Jul, 2017
机器教学:构建机器学习系统的新范式
Machine Teaching: A New Paradigm for Building Machine Learning Systems
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Patrice Y. Simard, Saleema Amershi, David M. Chickering, Alicia Edelman Pelton, Soroush Ghorashi...
TL;DR
本文探讨了机器教学的范式转变,并提出将与机器学习算法有关的知识与教学过程进行脱耦,以加速创新和赋能数百万新的机器学习模型应用。
Abstract
The current processes for building
machine learning systems
require practitioners with deep knowledge of machine learning. This significantly limits the number of
machine learning systems
that can be created and
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