Hilgard, Sophie
- Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation
2022/10/27 by Stefan Wojcik, Wojcik, Stefan, Sophie Hilgard +13 · 9 voices · 21 citations
Social Sciences · Physics and Astronomy · #Misinformation and Its Impacts #Opinion Dynamics and Social Influence #Social Media and Politics
- Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation\n Methods
2019/11/06 by Dylan Slack, Slack, Dylan, Sophie Hilgard +7 · 44 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Reliable Post hoc Explanations: Modeling Uncertainty in Explainability
2020/08/11 by Dylan Slack, Slack, Dylan, Sophie Hilgard +5 · 14 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
- Counterfactual Explanations Can Be Manipulated
2021/06/04 by Dylan Slack, Sophie Hilgard, Slack, Dylan +5 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- Learning Key-Value Store Design
2019/07/11 by Stratos Idreos, Idreos, Stratos, Niv Dayan +20 · 2 voices
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Parallel Computing and Optimization Techniques #cs.DB #cs.LG
- Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay\n of Human and Algorithmic Biases in Online Hiring
2020/12/01 by Tom Sühr, Sühr, Tom, Sophie Hilgard +3 · 2 citations
Social Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Names, Identity, and Discrimination Research #Game Theory and Voting Systems #Employer Branding and e-HRM
- Do explanations increase the effectiveness of AI-crowd generated fake news warnings?
2021/12/07 by Epstein, Ziv, Foppiani, Nicolò, Hilgard, Sophie +3 · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- From Predictions to Decisions: Using Lookahead Regularization
2020/06/20 by Rosenfeld, Nir, Hilgard, Sophie, Ravindranath, Sai Srivatsa +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)