BriefGPT.xyz
Nov, 2018
AI 解释的解释
Explaining Explanations in AI
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Brent Mittelstadt, Chris Russell, Sandra Wachter
TL;DR
该论文关注机器学习中可解释性问题，侧重于简化模型的构建及不同形式的解释与说明，并探讨了机器学习在处理该问题时的广义视角。
Abstract
Recent work on interpretability in
machine learning
and AI has focused on the building of
simplified models
that approximate the true criteria used to make decisions. These models are a useful pedagogical device
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