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John T. Richards

  1. AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and\n Mitigating Unwanted Algorithmic Bias
    2018/10/03 by Rachel Bellamy, Kuntal Dey, Bellamy, Rachel K. E. +35 · 50 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  2. One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques
    2019/09/06 by Vijay Arya, Rachel Bellamy, Arya, Vijay +36 · 15 citations
    Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (stat.ML) #Scientific Computing and Data Management
  3. A Methodology for Creating AI FactSheets
    2020/06/24 by John T. Richards, David Piorkowski, Richards, John +7 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  4. The Sanction of Authority: Promoting Public Trust in AI
    2021/01/22 by Bran Knowles, John T. Richards, Knowles, Bran +1 · 1 citation
    Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data