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58 Results
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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 |
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Poster
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Wed 11:00 |
Pre-trained Gaussian Processes for Bayesian Optimization Zi Wang · George Dahl · Kevin Swersky · Chansoo Lee · Zachary Nado · Justin Gilmer · Jasper Snoek · Zoubin Ghahramani |
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Workshop
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Bayesian Optimization of High-dimensional Outputs with Human Feedback Qing Feng · Zhiyuan Jerry Lin · Yujia Zhang · Ben Letham · Jelena Markovic-Voronov · Ryan-Rhys Griffiths · Peter Frazier · Eytan Bakshy |
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Poster
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Wed 11:00 |
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval Haolun Wu · Ofer Meshi · Masrour Zoghi · Fernando Diaz · Xue (Steve) Liu · Craig Boutilier · Maryam Karimzadehgan |