
The author presents a parallel implementation of the Vecchia approximation technique, utilizing batched matrix computations on contemporary GPUs to speed up evaluating the log-likelihood function.


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gpu-accelerated-vecchia-approximations-of-gaussian-processes-for-geospatial-data-using-batched-matrix-computations


GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations


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Gaussian processes are efficiently approximated using GPU-accelerated Vecchia methods for geospatial data analysis.
