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281 * !
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Wed, 8/11/2021,
1:30 PM -
3:20 PM
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Virtual
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Bayesian Methods for Complex Data Analysis — Topic-Contributed Papers
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International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science
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Organizer(s): Weining Shen, University of California Irvine
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Chair(s): Weining Shen, University of California Irvine
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1:35 PM
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Bayesian Meets Optimization: Proximal Prior, Flow Networks, and Combinatorial Problems
Leo Duan, University of Florida
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1:55 PM
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Graph Signal Denoising Using T-Shrinkage Priors
Sayantan Banerjee, Indian Institute of Management Indore; Weining Shen, University of California Irvine
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2:15 PM
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Bayesian Fixed-Domain Asymptotics for Covariance Parameters in a Gaussian Process Model
Cheng Li, National University of Singapore
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2:35 PM
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Bayesian Dynamic Feature Partitioning in High-Dimensional Regression with Big Data
Rene Gutierrez, UC Santa Cruz; Rajarshi Guhaniyogi, University of California, Santa Cruz
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2:55 PM
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Identifying Latent Groups in Spatial Panel Data Using a Markov Random Field Constrained Product Partition Model
Tianyu Pan, University of California, Irvine; Guanyu Hu, University of Missouri - Columbia; Weining Shen, University of California Irvine
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3:15 PM
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Floor Discussion
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