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456 * ! Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-204B
Exploiting Lower-Dimensional Structure in Gaussian Process Regression — Invited Papers
Section on Bayesian Statistical Science, International Indian Statistical Association, International Society for Bayesian Analysis (ISBA)
Organizer(s): Sanvesh Srivastava, Department of Statistics and Actuarial Science
Chair(s): Terrance D Savitsky, U.S. Bureau of Labor Statistics
2:05 PM A Gaussian Process Framework for Modeling with Network Inputs
Nathaniel Josephs, Yale University; Lizhen Lin, The University of Notre Dame; Steven Rosenberg, Boston University; Eric Kolaczyk, Boston University
2:30 PM Bayesian Heavy-Tailed Density Estimation
Surya T. Tokdar, Duke University; Erika Cunningham, Unaffiliated; Sheng Jiang, University of California Santa Cruz
2:55 PM Classification Trees for Imbalanced Data: Surface-to-Volume Regularization
Yichen Zhu, Duke University; Cheng Li, National University of Singapore; David Dunson, Duke University
3:20 PM Discussant: Sanvesh Srivastava, Department of Statistics and Actuarial Science
3:45 PM Floor Discussion