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62 Results
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Workshop
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Mode Collapse in Variational Deep Gaussian Processes Francisco Sáez-Maldonado · Juan Maroñas · Daniel Hernández-Lobato |
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Workshop
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Hi-fi functional priors by learning activations Marcin Sendera · Amin Sorkhei · Tomasz Kuśmierczyk |
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Workshop
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Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth |
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Poster
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Wed 16:30 |
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel Jialin Li · Marta Zagorowska · Giulia De Pasquale · Alisa Rupenyan · John Lygeros |
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Workshop
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"How Big is Big Enough?'' Adjusting Model Size in Continual Gaussian Processes Guiomar Pescador-Barrios · Sarah Filippi · Mark van der Wilk |
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Workshop
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Scalable Permutation Invariant Multi-Output Gaussian Processes for Cancer Drug Response Leiv Rønneberg · Vidhi Lalchand |
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Poster
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HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems Hao Xu · Jia Pan |
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Poster
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Thu 11:00 |
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference Jonathan Wenger · Kaiwen Wu · Philipp Hennig · Jacob Gardner · Geoff Pleiss · John Cunningham |
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Workshop
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Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow Henry Moss · Victor Picheny · Hrvoje Stojic · Sebastian Ober · Artem Artemev · Andrei Paleyes · Sattar Vakili · Stratis Markou · Jixiang Qing · Nasrulloh Loka · Ivo Couckuyt |
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Workshop
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Lithium-Ion Battery System Health Monitoring and Resistance-Based Fault Analysis from Field Data Using Recursive Spatiotemporal Gaussian Processes Joachim Schaeffer · Eric Lenz · Duncan Gulla · Martin Z, Bazant · Richard Braatz · Rolf Findeisen |
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Poster
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Thu 16:30 |
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes Jihao Andreas Lin · Shreyas Padhy · Bruno Mlodozeniec · Javier Antorán · José Miguel Hernández-Lobato |
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Workshop
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Integration-free kernels for equivariant Gaussian fields with application in dipole moment prediction Tim Steinert · David Ginsbourger · August Lykke-Møller · Ove Christiansen · Henry Moss |