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Poster
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Thu 15:00
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Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds
Didong Li · Wenpin Tang · Sudipto Banerjee
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Workshop
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\textit{Focus on What's Important!}\\ Inspecting Variational Distributions for \\ Gaussian Processes for better \textit{AQ} Station Deployment
Progyan Das · Mihir Agarwal
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Affinity Workshop
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Mon 13:30
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Coupled VAE with Gaussian process Decoders for Autonomous Chemical Design
Vidhi Lalchand · Anna Perdrix Rosell · David Lines
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Poster
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Wed 15:00
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Implicit Manifold Gaussian Process Regression
Bernardo Fichera · Slava Borovitskiy · Andreas Krause · Aude G Billard
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Poster
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Tue 15:15
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Survival Permanental Processes for Survival Analysis with Time-Varying Covariates
Hideaki Kim
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Workshop
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On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
Daniel Gedon · Amirhesam Abedsoltan · Thomas Schön · Misha Belkin
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Poster
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Thu 8:45
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Variational Gaussian Processes with Decoupled Conditionals
Xinran Zhu · Kaiwen Wu · Natalie Maus · Jacob Gardner · David Bindel
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Poster
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Wed 8:45
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Variational Gaussian processes for linear inverse problems
Thibault RANDRIANARISOA · Botond Szabo
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Workshop
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Residual Deep Gaussian Processes on Manifolds for Geometry-aware Bayesian Optimization on Hyperspheres
Kacper Wyrwal · Slava Borovitskiy
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Poster
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Tue 8:45
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Probabilistic Exponential Integrators
Nathanael Bosch · Philipp Hennig · Filip Tronarp
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Workshop
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Active Learning for Discovering Complex Phase Diagrams with Gaussian Processes
Max Zhu · Jian Yao · Marcus Mynatt · Hubert Pugzlys · Shuyi Li · Qingyuan Zhao · Chunjing Jia
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Workshop
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Uncertainty Quantification of the Madden–Julian Oscillation with Gaussian Processes
Haoyuan Chen · Emil Constantinescu · Vishwas Rao · Cristiana Stan
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