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404 * ! Wed, 8/10/2022, 10:30 AM - 12:20 PM CC-204B
Gaussian Process Models Over Non-Euclidean Domains — Invited Papers
International Society for Bayesian Analysis (ISBA), IMS, Section on Nonparametric Statistics
Organizer(s): Didong Li, Princeton University
Chair(s): Sudipto Banerjee, UCLA
10:35 AM Inference for Gaussian Processes on Compact Riemannian Manifold
Didong Li, Princeton University; Wenpin Tang, Columbia University; Sudipto Banerjee, UCLA
11:05 AM Inferring Manifolds from Noisy Data Using Gaussian Processes
Nan Wu, Duke University; David Dunson, Duke University
11:35 AM Nonparametric Multi-Shape Modeling with Uncertainty Quantification
Hengrui Luo, Lawrence Berkeley National Laboratory; Justin Strait, Los Alamos National Laboratory
11:50 AM Discussant: David Dunson, Duke University
12:15 PM Floor Discussion