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update XAI chapter from overleaf
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XAI until 知识感知的解释

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HaoyangLee committed Apr 29, 2023
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176 changes: 87 additions & 89 deletions chapter_explainable_AI/explainable_ai.md

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8 changes: 7 additions & 1 deletion references/explainable.bib
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@@ -1,3 +1,9 @@
@misc{darpaxai2016,
title = {Broad Agency Announcement Explainable Artificial Intelligence (XAI) DARPA-BAA-16-53 },
year = {2016},
howpublished = {\url{https://research-vp.tau.ac.il/sites/resauth.tau.ac.il/files/DARPA-BAA-16-53_Explainable_Artificial_Intelligence.pdf}}
}

@ARTICLE{2020tkde_li,
author={Li, Xiao-Hui and Cao, Caleb Chen and Shi, Yuhan and Bai, Wei and Gao, Han and Qiu, Luyu and Wang, Cong and Gao, Yuanyuan and Zhang, Shenjia and Xue, Xun and Chen, Lei},
journal={IEEE Transactions on Knowledge and Data Engineering},
Expand All @@ -16,7 +22,7 @@ @article{erhan2009visualizing
journal = {Technical Report, Univeristé de Montréal}
}

@InProceedings{kim2017interpretability,
@InProceedings{kim2018interpretability,
title={Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors ({TCAV})},
author={Kim, Been and Wattenberg, Martin and Gilmer, Justin and Cai, Carrie and Wexler, James and Viegas, Fernanda and sayres, Rory},
booktitle={Proceedings of the 35th International Conference on Machine Learning},
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