Sophie Hilgard

16 papers A* 2A 2C 2Journal 10
YearRankTypeTitle / Venue / Authors
2022 J jnl
Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation.
CoRR
Stefan Wojcik, Sophie Hilgard, Nick Judd, Delia Mocanu, Stephen Ragain, M. B. Fallin Hunzaker, Keith Coleman, Jay Baxter
2022 A conf
Do Explanations Increase the Effectiveness of AI-Crowd Generated Fake News Warnings?
ICWSM
Ziv Epstein, Nicolò Foppiani, Sophie Hilgard, Sanjana Sharma, Elena L. Glassman, David G. Rand
2021 J jnl
Counterfactual Explanations Can Be Manipulated.
CoRR
Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju, Sameer Singh
2021 J jnl
Do explanations increase the effectiveness of AI-crowd generated fake news warnings?
CoRR
Ziv Epstein, Nicolò Foppiani, Sophie Hilgard, Sanjana Sharma, Elena L. Glassman, David G. Rand
2021 C conf
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring.
AIES
Tom Sühr, Sophie Hilgard, Himabindu Lakkaraju
2021 J jnl
Feature Attributions and Counterfactual Explanations Can Be Manipulated.
CoRR
Dylan Slack, Sophie Hilgard, Sameer Singh, Himabindu Lakkaraju
2021 A* conf
Learning Representations by Humans, for Humans.
ICML
Sophie Hilgard, Nir Rosenfeld, Mahzarin R. Banaji, Jack Cao, David C. Parkes
2020 J jnl
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring.
CoRR
Tom Sühr, Sophie Hilgard, Himabindu Lakkaraju
2020 C conf
Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods.
AIES
Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju
2020 A* conf
From Predictions to Decisions: Using Lookahead Regularization.
NeurIPS
Nir Rosenfeld, Sophie Hilgard, Sai Srivatsa Ravindranath, David C. Parkes
2020 J jnl
From Predictions to Decisions: Using Lookahead Regularization.
CoRR
Nir Rosenfeld, Sophie Hilgard, Sai Srivatsa Ravindranath, David C. Parkes
2020 J jnl
How Much Should I Trust You? Modeling Uncertainty of Black Box Explanations.
CoRR
Dylan Slack, Sophie Hilgard, Sameer Singh, Himabindu Lakkaraju
2019 A conf
Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn.
CIDR
Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, Zichen Zhu
2019 J jnl
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods.
CoRR
Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju
2019 J jnl
Learning Key-Value Store Design.
CoRR
Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, Zichen Zhu
2019 J jnl
Learning Representations by Humans, for Humans.
CoRR
Sophie Hilgard, Nir Rosenfeld, Mahzarin R. Banaji, Jack Cao, David C. Parkes