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Workshop
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Fri 11:27
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Non-Gaussian Process Regression
Yaman Kindap
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Workshop
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Non-Gaussian Process Regression
Yaman Kindap · Simon Godsill
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Workshop
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Integrated Fourier Features for Fast Sparse Variational Gaussian Process Regression
Talay Cheema
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Workshop
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Fri 11:12
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Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
Seth Axen
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Workshop
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Fri 11:06
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Statistical Downscaling of Sea Surface Temperature Projections with a Multivariate Gaussian Process Model
Ayesha Ekanayaka
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Workshop
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Provably Reliable Large-Scale Sampling from Gaussian Processes
Anthony Stephenson · Robert Allison
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Workshop
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Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
Rui Li · ST John · Arno Solin
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Workshop
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Fri 11:15
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Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
Ke Li
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Poster
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Thu 9:00
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Bayesian Active Learning with Fully Bayesian Gaussian Processes
Christoffer Riis · Francisco Antunes · Frederik Hüttel · Carlos Lima Azevedo · Francisco Pereira
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Workshop
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Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
Shunsuke Horii
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Workshop
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Fri 13:30
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Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
Andreas Besginow
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Workshop
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Recommendations for Baselines and Benchmarking Approximate Gaussian Processes
Sebastian Ober · David Burt · Artem Artemev · Mark van der Wilk
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