Research Summaries

🔬 Research Summary by Joel Castaño Fernandez, a Data Science and Engineering undergraduate student and Research Assistant at the Polytechnic University of Catalonia working on Green AI on the assessment and study of ML … [Read more...] about Exploring the Carbon Footprint of Hugging Face’s ML Models: A Repository Mining Study

🔬 Research Summary by Mingxue Xu, a second-year PhD at Imperial College London, interested in ethical and energy-efficient issues in AI systems. [Original paper by Mingxue Xu, Tongtong Xu, and Po-Yu … [Read more...] about Private Training Set Inspection in MLaaS

🔬 Research Summary by Usman Gohar, a Ph.D. student in the Department of Computer Science at Iowa State University with a research focus on the safety and fairness of ML-based software. [Original paper by Usman … [Read more...] about A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation and Challenges

🔬 Research Summary by Hidde Fokkema, a PhD student under supervision of Dr. Tim van Erven, working on the topic of mathematically formalizing Explainable AI. [Original paper by Hidde Fokkema, Damien Garreau, and … [Read more...] about Consequences of Recourse In Binary Classification

🔬 Research Summary by Keyu Zhu and Nabeel Gillani Keyu Zhu is a PhD student in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Institute of Technology. His current research interest … [Read more...] about Impacts of Differential Privacy on Fostering More Racially and Ethnically Diverse Elementary Schools