Concepedia

Sophie Hilgard

SH

Statistics

Publications

9

Citations

1.1K

H-Index

9

Active since

2019

Affiliations

Harvard University Press(Current)

University of California, Irvine

Sophie Hilgard is an author at Harvard University Press specializing in lime explanations, computing, and post hoc explanations.

Publications per year

2019–2022

9

Publications

9

Fooling LIME and SHAP

Dylan Slack, Sophie Hilgard, Emily Jia et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 2020 · 769 citations · Full text

Computing, Computer Science, Computer Security +16

Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods

Dylan Slack, Sophie Hilgard, Emily Jia et al. · arXiv (Cornell University) · 2019 · 169 citations · Full text

Computing, Computer Science, Cybersecurity +14

Do Explanations Increase the Effectiveness of AI-Crowd Generated Fake News Warnings?

Ziv Epstein, N. Foppiani, Sophie Hilgard et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2022 · 59 citations · Full text

Social Sciences, Communication, Psychology +15

Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn.

Stratos Idreos, Niv Dayan, Wilson Qin et al. · Conference on Innovative Data Systems Research · 2019 · 40 citations

Arts, Design, Design Theory +10

Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation

Stefan Wojcik, Sophie Hilgard, Nick Judd et al. · arXiv (Cornell University) · 2022 · 36 citations · Full text

Business, Communication, Data Science +14

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