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Optimizing Sub-Sample Selection with GP Covariance Matrix

Given a large sample with a GP covariance matrix, find a systematic way to select a sub-sample of observations that minimizes spatial non-independence, without directly using spatial variables.

Mathematics & logic, Mathematics, Arithmetic