Recommended Methods for Using the 2020 NIST Principles for AI Explainability

Pages: 2034 - 2037
Published: Dec 10, 2020
Abstract
In August 2020, the United States National Institute of Standards and Technology (NIST) published (NISTIR 8312) which promulgated for review four principles for Artificial Intelligence (AI) explainability to assist researchers and practitioners in the AI field. These four principles, defined in more detail in the NIST document, are Explanation, Meaningfulness, Explanation Accuracy, and Knowledge Limits. The principles were tied to five types of...
Paper Details
Title
Recommended Methods for Using the 2020 NIST Principles for AI Explainability
Published Date
Dec 10, 2020
Journal
Pages
2034 - 2037
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