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165 Tue, 8/4/2020, 10:00 AM - 11:50 AM Virtual
Bayesian Methods in Structured Data and High-Dimensional Problem: Some Recent Advances — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science, International Indian Statistical Association
Organizer(s): Nilabja Guha, University of Massachusetts, Lowell
Chair(s): Arnab K Maity, Pfizer
10:05 AM Empirical Priors for Inference on High-Dimensional Structured Parameters
Ryan Martin, North Carolina State University
10:25 AM New Directions in Bayesian Change-Point Detection in High Dimension
Nilabja Guha, University of Massachusetts, Lowell
10:45 AM Bayesian Sparse Signal Recovery: Gaussian Models and Beyond
Jyotishka Datta, University of Arkansas
11:05 AM Covariate Informed Multivariate Density Deconvolution for Structured Dietary Recall Data
Abhra Sarkar, University of Texas at Austin
11:25 AM Variational Bayes for Inverse Problems
Anirban Battacharya, Texas A&M University
11:45 AM Floor Discussion