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Colloquium- Peter Song University of Michigan

120 Hanes Hall Hanes Hall, Chapel Hill, NC, United States

Peter Song, Department of Biostatistics, University of Michigan Title: Supervised Homogeneity Pursuit via Mixed Integer Optimization Abstract: Stratification is one statistical principle in data processing to mitigate the underlying population heterogeneity, which is typically handled by clustering when stratum labels are … Read more

Colloquium- Ray Bai University of South Carolina

120 Hanes Hall Hanes Hall, Chapel Hill, NC, United States

TITLE: Generative Quantile Regression with Variability Penalty ABSTRACT: Quantile regression and conditional density estimation can reveal structure that is missed by mean regression, such as multimodality and skewness. In this talk, we introduce a deep learning generative model for joint quantile estimation … Read more

Colloquium- Li Ma Duke University

120 Hanes Hall Hanes Hall, Chapel Hill, NC, United States

Li Ma Department of Statistical Science and Department of Biostatics & Bioinformatics Duke University