Tan, Sarah

"Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations

Zhang, Y., Song, K., Sun, Y., Tan, S., & Udell, M. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 68

How Interpretable and Trustworthy are GAMs?

Chang, C.-H., Tan, S., Lengerich, B., Goldenberg, A., & Caruana, R. (2021) · Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Explainable Artificial Intelligence (XAI)Machine Learning and Data Classification

Cited by 66

Do I Look Like a Criminal? Examining how Race Presentation Impacts Human Judgement of Recidivism

Mallari, K., Inkpen, K., Johns, P., Tan, S., Ramesh, D., & Kamar, E. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Ethics and Social Impacts of AICriminal Justice and Corrections Analysis

Cited by 24