Active Recovery of a Constrained and Hidden Set by Stepwise Uncertainty Reduction Strategy


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Documentation for package ‘ARCHISSUR’ version 0.0.1

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archissur Run ARCHISSUR algorithm
computeQuickgpccov Quick computation of Gaussian Process Classification (GPC) covariances
computeVorobTerms Compute conditional probabilities
max_vorob_parallel_gpc Minimizer of the parallel vorob criterion
precomputeUpdateData Useful precomputations to quickly update GPC mean and variance
predict_update_gpc_parallel Quick update of conditional variances when one or many new points are added to the DoE.
vorob_optim_parallel2_gpc Parallel Vorob'ev criterion
vorob_optim_parallel_gpc Parallel Vorob'ev criterion