🔬 Research Summary by Jayanth Yetukuri, a final year Ph.D. student at UCSC, advised by Professor Yang Liu, where his research focuses on improving the trustworthiness of Machine Learning models. [Original paper … [Read more...] about Towards User-Guided Actionable Recourse
Ethics
Embedding Ethical Principles into AI Predictive Tools for Migration Management in Humanitarian Action
🔬 Research Summary by Sofia Woo, a recent graduate from McGill University who studied History and Political Science, emphasizing scientific history and political economics. [Original paper by Andrea Guillén and … [Read more...] about Embedding Ethical Principles into AI Predictive Tools for Migration Management in Humanitarian Action
Defining a Research Testbed for Manned-Unmanned Teaming Research
🔬 Research Summary by Dr. James E. McCarthy and Dr. Lillian K.E. Asiala. Dr. McCarthy is Sonalysts’ Vice President of Instructional Systems and has 30+ years of experience developing adaptive training and … [Read more...] about Defining a Research Testbed for Manned-Unmanned Teaming Research
AI Art and Misinformation: Approaches and Strategies for Media Literacy and Fact-Checking
🔬 Research Summary by Johanna Walker, AI and society researcher at King’s College London. [Original paper by Johanna Walker, Gefion Thuermer, Julian Vicens & Elena Simperl] Overview: Misinformation in … [Read more...] about AI Art and Misinformation: Approaches and Strategies for Media Literacy and Fact-Checking
Bias Propagation in Federated Learning
🔬 Research Summary by Hongyan Chang, a sixth-year Ph.D. student at the National University of Singapore, focuses on algorithmic fairness and privacy, particularly their intersection, and is also invested in advancing … [Read more...] about Bias Propagation in Federated Learning