Biography
Yifan’s research interest is in the intersection of theoretical computer science, Economics, and machine learning. Recently, her research focuses on the theory for AI trustworthiness. Her research topics include uncertainty quantification of predictive models, information elicitation, theoretical benchmarks for human-AI experiments, and provable guarantees for AI systems.