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ARCHISSUR (version 0.0.1)

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

Description

Stepwise Uncertainty Reduction criterion and algorithm for sequentially learning a Gaussian Process Classifier as described in Menz et al. (2025).

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Version

Install

install.packages('ARCHISSUR')

Monthly Downloads

312

Version

0.0.1

License

GPL-3

Maintainer

Morgane Menz

Last Published

June 28th, 2025

Functions in ARCHISSUR (0.0.1)

archissur

Run ARCHISSUR algorithm
vorob_optim_parallel2_gpc

Parallel Vorob'ev criterion
vorob_optim_parallel_gpc

Parallel Vorob'ev criterion
computeVorobTerms

Compute conditional probabilities
precomputeUpdateData

Useful precomputations to quickly update GPC mean and variance
computeQuickgpccov

Quick computation of Gaussian Process Classification (GPC) covariances
max_vorob_parallel_gpc

Minimizer of the parallel vorob criterion
predict_update_gpc_parallel

Quick update of conditional variances when one or many new points are added to the DoE.