LAPSE:2026.0009
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LAPSE:2026.0009
Supplementary Material : A Comparative Analysis of Sequential Active Learning Approaches: Statistical Design of Experiments versus Bayesian Optimisation
January 29, 2026
Abstract
This document contains the supplementary material for the paper titled “A Comparative Analysis of Sequential Active Learning Approaches: Statistical Design of Experiments versus Bayesian Optimisation”, submitted to the ESCAPE36 conference for consideration.
This document contains the supplementary material for the paper titled “A Comparative Analysis of Sequential Active Learning Approaches: Statistical Design of Experiments versus Bayesian Optimisation”, submitted to the ESCAPE36 conference for consideration.
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Keywords
Active Learning (AL) approaches, Bayesian Optimisation (BO), Optimisation, Statistical Design of Experiments (DOE)
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Batista DV, Reis MS. Supplementary Material : A Comparative Analysis of Sequential Active Learning Approaches: Statistical Design of Experiments versus Bayesian Optimisation. (2026). LAPSE:2026.0009
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2026
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Jan 29, 2026
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Jan 29, 2026
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Daniel V. Batista