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A versatile stochastic model of a function of unknown, time varying form , volume = · 1962 · DOI 10.1016/0022-247x(62)90011-2

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Constrained Bayesian Optimisation with Multiple Information Sources

cs.LG · 2026-07-01 · unverdicted · novelty 6.0

A multi-source extension of constrained Max-value Entropy Search for Bayesian optimization incorporates auxiliary data sources to improve early exploration and performance under constraints even with weak correlations.

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  • Constrained Bayesian Optimisation with Multiple Information Sources cs.LG · 2026-07-01 · unverdicted · none · ref 48

    A multi-source extension of constrained Max-value Entropy Search for Bayesian optimization incorporates auxiliary data sources to improve early exploration and performance under constraints even with weak correlations.