BriefGPT.xyz
Dec, 2020
可解释性与解释性:机器学习动物园小巡回
Interpretability and Explainability: A Machine Learning Zoo Mini-tour
HTML
PDF
Ričards Marcinkevičs, Julia E. Vogt
TL;DR
本次综述研究了设计可解释性机器学习模型的问题,分别阐述了可解释性和说明性的概念,并以深度学习模型为例,展示了这两个不同研究方向的最新进展。
Abstract
In this review, we examine the problem of designing interpretable and
explainable machine learning models
.
interpretability
and
explainability
→