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Activity Details
567 *
Thu, 8/6/2020,
3:00 PM -
4:50 PM
Virtual
New Approaches for Sparse Gaussian Processes — Invited Papers
Uncertainty Quantification in Complex Systems Interest Group
Organizer(s): Earl Lawrence, Los Alamos National Laboratory
Chair(s): Leanna House, Virginia Tech
3:05 PM
Distributed Spatiotemporal Inference Embedded in High-Fidelity Physics Simulators Using Sparse Gaussian Processes
Michael Grosskopf, Los Alamos National Laboratory ; Earl Lawrence, Los Alamos National Laboratory; Nathan Urban, Los Alamos National Laboratory; Mary Dorn, Los Alamos National Laboratory; Ayan Biswas, Los Alamos National Laboratory
3:35 PM
Sparse Additive Gaussian Process Regression
Matthew Pratola, The Ohio State University
4:05 PM
Gaussian-Process Approximations for Big Data
Matthias Katzfuss, Texas A&M University ; Joseph Guinness, Cornell University
4:35 PM
Floor Discussion
