Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn. - Stratos Idreos; Niv Dayan; Wilson Qin; Mali Akmanalp; Sophie Hilgard; Andrew Ross; James Lennon; Varun Jain; Harshita Gupta; David Li; Zichen Zhu (CIDR, 2019)

Learning Key-Value Store Design. - Stratos Idreos; Niv Dayan; Wilson Qin; Mali Akmanalp; Sophie Hilgard; Andrew Ross; James Lennon; Varun Jain; Harshita Gupta; David Li; Zichen Zhu (CoRR, 2019)

How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods. - Dylan Slack; Sophie Hilgard; Emily Jia; Sameer Singh 001; Himabindu Lakkaraju (CoRR, 2019)

Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods. - Dylan Slack; Sophie Hilgard; Emily Jia; Sameer Singh 001; Himabindu Lakkaraju (AIES, 2020)

From Predictions to Decisions: Using Lookahead Regularization. - Nir Rosenfeld; Sophie Hilgard; Sai Srivatsa Ravindranath; David C. Parkes (NeurIPS, 2020)

How Much Should I Trust You? Modeling Uncertainty of Black Box Explanations. - Dylan Slack; Sophie Hilgard; Sameer Singh 001; Himabindu Lakkaraju (CoRR, 2020)

Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring. - Tom Sühr; Sophie Hilgard; Himabindu Lakkaraju (AIES, 2021)

Learning Representations by Humans, for Humans. - Sophie Hilgard; Nir Rosenfeld; Mahzarin R. Banaji; Jack Cao; David C. Parkes (ICML, 2021)

Counterfactual Explanations Can Be Manipulated. - Dylan Slack; Sophie Hilgard; Himabindu Lakkaraju; Sameer Singh 001 (CoRR, 2021)

Feature Attributions and Counterfactual Explanations Can Be Manipulated. - Dylan Slack; Sophie Hilgard; Sameer Singh 001; Himabindu Lakkaraju (CoRR, 2021)

Do Explanations Increase the Effectiveness of AI-Crowd Generated Fake News Warnings? - Ziv Epstein; Nicolò Foppiani; Sophie Hilgard; Sanjana Sharma; Elena L. Glassman; David G. Rand (ICWSM, 2022)

Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation. - Stefan Wojcik; Sophie Hilgard; Nick Judd; Delia Mocanu; Stephen Ragain; M. B. Fallin Hunzaker; Keith Coleman; Jay Baxter (CoRR, 2022)