One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques

V Arya, RKE Bellamy, PY Chen, A Dhurandhar… - arXiv preprint arXiv …, 2019 - arxiv.org
As artificial intelligence and machine learning algorithms make further inroads into society,
calls are increasing from multiple stakeholders for these algorithms to explain their outputs …
被引用次数：442 相关文章

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

V Arya, RKE Bellamy, PY Chen, A Dhurandhar… - arXiv e …, 2019 - ui.adsabs.harvard.edu
As artificial intelligence and machine learning algorithms make further inroads into society,
calls are increasing from multiple stakeholders for these algorithms to explain their outputs …

One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques

V Arya, RK Bellamy, PY Chen… - INFORMS Annual …, 2021 - research.ibm.com
As machine learning algorithms make further inroads into society, calls are increasing from
multiple stakeholders for these algorithms to explain their outputs. Moreover, these …