Local Gaussian process approximation for large computer experiments — mentioned by C-x_C-f

Mon, 18 Aug 2025 22:45:31 GMT

These are very cool, thanks. Do you know what kind of jobs are more likely to require Gaussian process expertise? I have experience in using GP for surrogate modeling and will be on the job market soon. Also a resource I enjoyed is the book by Bobby Gramacy [0] which, among other things, spends a good bit on local GP approximation [1] (and has fun exercises). [0] https://bobby.gramacy.com/surrogates/surrogates.pdf [1] https://arxiv.org/abs/1303.0383

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Local Gaussian process approximation for large computer experiments · HackerPapers discussions

Local Gaussian process approximation for large computer experiments — mentioned by C-x_C-f