Back to the program

Invited Paper Session

New Directions in Bayesian Nonparametrics

Tue, Aug 5, 10:30 AM - 12:20 PM Room CC-208B Music City Center

Filippo AscolaniOrganizerChangwoo LeeChair

Section on Bayesian Statistical Science co: IMSco: International Society for Bayesian Analysis (ISBA)

4 Presentations

Double trouble: Predicting new variant counts across two heterogeneous populations

10:35 AM - 11:00 AM

Tamara Broderick (MIT)

Bayesian nonparametrics genomics data number of variants beta process Poisson point process

Addressing Heterogeneity in High-Dimensional Regression through Bayesian Structured Sparse Clustering

11:00 AM - 11:25 AM

Bayesian Nonparametrics Dimension Reduction Compositional Regression

Multivariate species sampling models

11:25 AM - 11:50 AM

Igor Pruenster (Bocconi University)

Bayesian Nonparametrics Dependent nonparametric prior Dirichlet process Partial exchangeability Pitman-Yor process Random partition

Nonparametric Empirical Bayes and Selective Inference

11:50 AM - 12:15 PM

Surya Tokdar (Duke University)

Selective inference Winner's curse Infinite length confidence intervals Hierarchical Bayes Empirical Bayes Predictive recursion

↑