Research Summaries

🔬 Research Summary by Carlos Mougan, a Ph.D. candidate at the University of Southampton within the Marie Sklodowska-Curie ITN of NoBias. [Original paper by Carlos Mougan, Jose M. Alvarez, Gourab K Patro, … [Read more...] about Fairness implications of encoding protected categorical attributes

🔬 Research Summary by Grace Wright, Business Development Manager at a technology start-up and has worked in research roles focused on responsible and ethical development and use of AI and other emerging … [Read more...] about Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection

🔬 Research Summary by Wenbin Zhang, a Postdoctoral Researcher at Carnegie Mellon University tackling important social, environmental, and public health challenges that exist today using AI, a.k.a. AI for Social … [Read more...] about Longitudinal Fairness with Censorship

🔬 Research Summary by Munindar P. Singh, an Alumni Distinguished Graduate Professor in the Department of Computer Science at North Carolina State University. [Original paper by Munindar P. Singh] Overview: … [Read more...] about Consent as a Foundation for Responsible Autonomy

🔬 Research Summary by Satyapriya Krishna, a PhD student at Harvard University working on problems related to Trustworthy Machine Learning. [Original paper by Satyapriya Krishna, Rahul Gupta, Apurv Verma, Jwala … [Read more...] about Measuring Fairness of Text Classifiers via Prediction Sensitivity