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Poster
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Byzantine-tolerant federated Gaussian process regression for streaming data
Xu Zhang · Zhenyuan Yuan · Minghui Zhu
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Workshop
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Neural Inference of Gaussian Processes for Time Series Data of Quasars
Egor Danilov · Aleksandra Ciprijanovic · Brian Nord
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Workshop
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Fri 11:21
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Challenges in Gaussian Processes for Non Intrusive Load Monitoring
Aadesh Desai
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Workshop
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Fri 7:00
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Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
Alexander Terenin · Elizaveta Semenova · Geoff Pleiss · Zi Wang
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Workshop
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Actually Sparse Variational Gaussian Processes
Jake Cunningham · So Takao · Mark van der Wilk · Marc Deisenroth
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Poster
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Thu 14:00
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On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou · Bo Ji
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Poster
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GAR: Generalized Autoregression for Multi-Fidelity Fusion
Yuxin Wang · Zheng Xing · WEI XING
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Workshop
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Approximate Uncertainty Propagation for Continuous Gaussian Process Dynamical Systems
Steffen Ridderbusch · Sina Ober-Blöbaum · Paul Goulart
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Poster
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Tue 9:00
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Fast Instrument Learning with Faster Rates
Ziyu Wang · Yuhao Zhou · Jun Zhu
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Affinity Workshop
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Gaussian Process parameterized Covariance Kernels for Non-stationary Regression
Vidhi Lalchand · Talay Cheema · Laurence Aitchison · Carl Edward Rasmussen
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Workshop
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Fri 11:18
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Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
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Workshop
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Fri 9:45
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Gaussian Processes at the Helm(holtz): A Better Way to Model Ocean Currents
Renato Berlinghieri
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