update XAI chapter from overleaf

XAI until 知识感知的解释 update XAI ref update XAI update XAI update XAI update XAI all
openmlsys · Apr 29, 2023 · d55069f · d55069f
1 parent 4c9dfc7
commit d55069f
Show file tree

Hide file tree

Showing 7 changed files with 94 additions and 90 deletions.
diff --git a/chapter_explainable_AI/explainable_ai.md b/chapter_explainable_AI/explainable_ai.md
diff --git a/img/ch11/tabular.png b/img/ch11/tabular.png
diff --git a/img/ch11/tb_net.png b/img/ch11/tb_net.png
diff --git a/img/ch11/xai_global_feature_importance.png b/img/ch11/xai_global_feature_importance.png
diff --git a/img/ch11/xai_gradient_based.PNG b/img/ch11/xai_gradient_based.PNG
diff --git a/img/ch11/xai_kg_recommendation.png b/img/ch11/xai_kg_recommendation.png
diff --git a/references/explainable.bib b/references/explainable.bib
@@ -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}, 
@@ -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},