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06/06/2023
Memory-Based Dual Gaussian Processes for Sequential Learning
Sequential learning with Gaussian processes (GPs) is challenging when ac...
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06/03/2023
Variational Gaussian Process Diffusion Processes
Diffusion processes are a class of stochastic differential equations (SD...
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11/02/2022
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Gaussian processes (GPs) are the main surrogate functions used for seque...
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10/29/2021