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Vecchia approximations
Vecchia approximations
PulseAugur coverage of Vecchia approximations — every cluster mentioning Vecchia approximations across labs, papers, and developer communities, ranked by signal.
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Vecchia approximations lead in Gaussian process accuracy-runtime comparison
Researchers have compared various scalable Gaussian process approximations for handling large spatial datasets. Their analysis focused on the trade-off between model accuracy and computational runtime across simulated a…
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Researchers develop neural networks for scalable Gaussian process covariance kernels
Researchers have developed a new framework for creating scalable and flexible covariance kernels for Gaussian processes (GPs). This method directly learns the covariance structure using deep neural architectures and a r…