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Topic-Contributed Paper Session

Recent Advances in Scalable Gaussian-process Methods

Mon, Aug 5, 8:30 AM - 10:20 AM

Matthias KatzfussOrganizerPulong MaChair

Section on Statistics and the Environment

5 Presentations

Exact Bayesian Geostatistics Using Predictive Stacking

8:35 AM - 8:55 AM

Task-Aware Scalable Gaussian Processes

8:55 AM - 9:15 AM

Geoff Pleiss (University of British Columbia)

Linear-Cost Approximation of Multivariate Normal Probabilities

9:15 AM - 9:35 AM

Jian Cao (University of Houston)

WITHDRAWN Deterministic skip connections for neural networks

9:35 AM - 9:55 AM

Generative modeling of conditional spatial distributions via autoregressive Gaussian processes

9:55 AM - 10:15 AM

Matthias Katzfuss (University of Wisconsin–Madison)

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