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Sifan Liu is an Assistant Professor in the Department of Statistical Science at Duke University. His research primarily focuses on statistical methodologies for distributed data analysis and machine learning. His work addresses the challenges faced when extracting meaningful information from data that is distributed across multiple sites, rather than centralized locations. Liu has contributed to various journal articles, including those published in the SIAM Journal of Scientific Computing and the SIAM Journal of Numerical Analysis, exploring topics such as Conditional Monte Carlo methods and their applications in statistical inference. He holds a Ph.D. from Stanford University and a bachelor's degree from Tsinghua University in China. Liu is committed to advancing the field of statistical science through innovative research and teaching.
Department of Biomedical Engineering (MS program)