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Invited Paper Session

Frontiers in Models Based on Gaussian Process Priors: Asymptotics, Applications, and Scalability

Tue, Aug 6, 2:00 PM - 3:50 PM

Sanvesh SrivastavaOrganizerTerrance SavitskyChair

Section on Bayesian Statistical Science

4 Presentations

Bayesian Fixed-Domain Asymptotics for Covariance Parameters in Spatial Gaussian Process Models

2:05 PM - 2:25 PM

Bayesian Non-linear Latent Variable Modeling via Random Fourier Features

2:25 PM - 2:50 PM

Deep Gaussian Process Surrogates - Big and Small

2:50 PM - 3:20 PM

Annie Booth (NC State University)

Inferring manifolds from noisy data using Gaussian processes

3:20 PM - 3:45 PM

Nan Wu (the University of Texas at Dallas)

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