Abstract: The Gaussian particle filter (GPF) is a type of particle filter that employs the Gaussian filter approximation as the proposal distribution. However, the linearization errors are introduced ...
In this work, we introduce a conditional generative model for efficient high-dimensional Bayesian Optimisation, leveraging a Gaussian Process surrogate model alongside Gaussian Process prior ...
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