1. Adebayo , J. , Gilmer , J. , Muelly , M. , Goodfellow , I. , Hardt , M. , Kim , B. 2018 . Sanity checks for saliency maps . In Proceedings of the 32nd International Conference on Neural Information Processing Systems, 9525-9536; https://dl.acm.org/doi/10 .5555/3327546.3327621. Adebayo, J., Gilmer, J., Muelly, M., Goodfellow, I., Hardt, M., Kim, B. 2018. Sanity checks for saliency maps. In Proceedings of the 32nd International Conference on Neural Information Processing Systems, 9525-9536; https://dl.acm.org/doi/10.5555/3327546.3327621.
2. Alvarez-Melis , D. , Jaakkola , T. 2018. On the robustness of interpretability methods. arXiv:1806.08049 ; https://arxiv.org/abs/ 1806 .08049. Alvarez-Melis, D., Jaakkola, T. 2018. On the robustness of interpretability methods. arXiv:1806.08049; https://arxiv.org/abs/1806.08049.
3. Arya , V. , Bellamy , R.K. , Chen , P.-Y. , Dhurandhar , A. , Hind , M. , Hoffman , S. C. , Houde , S. , Liao , Q.V. , Luss , R. , Mojsilovi ?, A., One explanation does not fit all: a toolkit and taxonomy of AI explainability techniques. arXiv:1909.03012 ; https://arxiv.org/pdf/ 1909 .03012.pdf. Arya, V., Bellamy, R.K., Chen, P.-Y., Dhurandhar, A., Hind, M., Hoffman, S. C., Houde, S., Liao, Q.V., Luss, R., Mojsilovi?, A., et al. 2019. One explanation does not fit all: a toolkit and taxonomy of AI explainability techniques. arXiv:1909.03012; https://arxiv.org/pdf/1909.03012.pdf.
4. Bach S. Binder A. Montavon G. Klauschen F. Müller K.-R. Samek W. 2015. On pixelwise explanations for non-linear classifier decisions by layer-wise relevance propagation. PloS ONE 10(7): e0130140; https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0130140. Bach S. Binder A. Montavon G. Klauschen F. Müller K.-R. Samek W. 2015. On pixelwise explanations for non-linear classifier decisions by layer-wise relevance propagation. PloS ONE 10(7): e0130140; https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0130140.
5. Bansal , G. , Wu , T. , Zhu , J. , Fok , R. , Nushi , B. , Kamar , E. , Ribeiro , M.T. , Weld , D S . 2020. Does the whole exceed its parts? The effect of AI explanations on complementary team performance. arXiv:2006.14779 ; https://arxiv.org/pdf/ 2006 .14779.pdf. Bansal, G., Wu, T., Zhu, J., Fok, R., Nushi, B., Kamar, E., Ribeiro, M.T., Weld, D S. 2020. Does the whole exceed its parts? The effect of AI explanations on complementary team performance. arXiv:2006.14779; https://arxiv.org/pdf/2006.14779.pdf.