Concepedia

Sarah Tan

ST

Statistics

Publications

14

Citations

599

H-Index

13

Active since

2008

Affiliations

Cornell University(Current)

Microsoft (United States)

Sarah Tan is an author at Cornell University specializing in machine learning, computing, and computer science.

Publications per year

2008–2023

14

Publications

14

Distill-and-Compare

Sarah Tan, Rich Caruana, Giles Hooker et al. · 2018 · 117 citations

Computing, Computer Science, Auditing +12

Learning Global Additive Explanations for Neural Nets Using Model Distillation

Sarah Tan, Rich Caruana, Giles Hooker et al. · arXiv (Cornell University) · 2018 · 83 citations · Full text

Computing, Computer Science, Data Science +13

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

Yujia Zhang, Kuangyan Song, Yiming Sun et al. · arXiv (Cornell University) · 2019 · 69 citations · Full text

Computing, Computer Science, Data Science +17

How Interpretable and Trustworthy are GAMs?

Chun‐Hao Chang, Sarah Tan, Ben Lengerich et al. · 2021 · 61 citations

Computing, Computer Science, Data Science +17

Tree Space Prototypes

Sarah Tan, Matvey Soloviev, Giles Hooker et al. · 2020 · 41 citations

Computing, Computer Science, Data Science +17

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