참고하기 좋은 사이트:
aaai_2021_xai_tutorial.pdf (inria.fr)
Explainable AI (xaitutorial2021.github.io)
Explainable AI
Presenters Freddy Lecue Freddy Lecue (PhD 2008, Habilitation 2015) is the Chief Artificial Intelligence (AI) Scientist at CortAIx (Centre of Research & Technology in Artificial Intelligence eXpertise) @Thales in Montreal, Canada. He is also a research asso
xaitutorial2021.github.io
https://www.uxai.design/toolkit
UXAI: Toolkit
This page offers a brainstorming tool that features user group, context, question, and explanation type cards to help designers brainstorm how to create effective explainability interfaces with their cross-functional AI teams.
www.uxai.design
Fiddler AI – ML Model Monitoring and Model Performance Management
Monitor, explain, analyze, and improve your machine learning models in production with Fiddler AI. Gain visibility into model behaviors and actionable insights with our Model Performance Management Platform.
www.fiddler.ai
Integrated Gradients
- https://github.com/RRoundTable
RRoundTable - Overview
RRoundTable has 76 repositories available. Follow their code on GitHub.
github.com
https://rroundtable.github.io/blog/deeplearning/xai/2020/05/05/integrated-gradient.html
Integrated Gradient 정리글
Integrated Gradient 정리글
rroundtable.github.io
설명가능한 인공지능(eXplanable AI, XAI)이란?
인공지능, AI란 단어가 일상 속에 침투한 이래로 인공지능은 학계에서, 비즈니스 영역에서, 일상 생활에서 수많은 성취를 거두었습니다. 불과 10년도 지나지 않아 머신러닝(Machine Learning)은 컴퓨
medium.com
https://arxiv.org/pdf/2009.11698.pdf
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