BriefGPT.xyz
Mar, 2016
机器学习任务的调试
Debugging Machine Learning Tasks
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Aleksandar Chakarov, Aditya Nori, Sriram Rajamani, Shayak Sen, Deepak Vijaykeerthy
TL;DR
本文提出了一种基于Pearl's理论的原因分析方法Psi,能够通过编码PS的计算来确定数据误差的根本原因,并使用概率编程和机器学习算法等方法提高计算效率和准确性。
Abstract
Unlike traditional programs (such as operating systems or word processors) which have large amounts of code,
machine learning
tasks use programs with relatively small amounts of code (written in
machine learning
→