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Sifan Liu

Assistant Professor of Statistical Science
Statistical Science

Research Interests


My research focuses on statistical and computational methods for rigorous and efficient inference, emphasizing the adaptive and dynamic nature of modeling and analysis in modern data science. I am particularly interested in sampling algorithms and their applications to Bayesian inference, selective inference, and generative modeling.