Friedler, Sorelle A.

1. A comparative study of fairness-enhancing interventions in machine\n learning
   2018/02/12 by Sorelle A. Friedler, Carlos Scheidegger, Friedler, Sorelle A. +9 · 17 citations
   Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Runaway Feedback Loops in Predictive Policing
   2017/06/29 by Ensign, Danielle, Friedler, Sorelle A., Neville, Scott +2 · 6 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (stat.ML)
3. Energy Usage Reports: Environmental awareness as part of algorithmic accountability
   2019/11/19 by Kadan Lottick, Lottick, Kadan, Silvia Susai +5 · 5 citations
   Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Smart Grid Energy Management
4. Assessing the Local Interpretability of Machine Learning Models
   2019/02/09 by Slack, Dylan, Friedler, Sorelle A., Scheidegger, Carlos +1 · 3 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Fairness in representation: quantifying stereotyping as a representational harm
   2019/01/28 by Abbasi, Mohsen, Friedler, Sorelle A., Scheidegger, Carlos +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
   2024/10/29 by Harry Cheon, Anneke Wernerfelt, Cheon, Harry +5 · 1 voice · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI)
7. Auditing Black-box Models for Indirect Influence
   2016/02/23 by Adler, Philip, Falk, Casey, Friedler, Sorelle A. +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Interpretable Active Learning
   2017/07/31 by Phillips, Richard L., Chang, Kyu Hyun, Friedler, Sorelle A. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Reducing Access Disparities in Networks using Edge Augmentation
   2022/09/15 by Bashardoust, Ashkan, Friedler, Sorelle A., Scheidegger, Carlos E. +2 · 1 citation
   #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
10. Disentangling Influence: Using Disentangled Representations to Audit Model Predictions
    2019/06/20 by Charles T. Marx, Richard L. Phillips, Marx, Charles T. +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Identity-related Speech Suppression in Generative AI Content Moderation
    2024/09/09 by Grace Proebsting, Oghenefejiro Isaacs Anigboro, Proebsting, Grace +8 · 1 voice · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Hate Speech and Cyberbullying Detection
12. Fast algorithms to improve fair information access in networks
    2024/09/04 by Windham, Dennis Robert, Wendt, Caroline J., Crane, Alex +5 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)