🔬 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
Blog
Longitudinal Fairness with Censorship
🔬 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
Consent as a Foundation for Responsible Autonomy
🔬 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
Measuring Fairness of Text Classifiers via Prediction Sensitivity
🔬 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
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics
🔬 Research Summary by Tomo Lazovich (they/them) is a Senior Machine Learning Researcher on Twitter's ML Ethics, Transparency, and Accountability (META) team. [Original paper by Tomo Lazovich, Luca Belli, Aaron … [Read more...] about Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics