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Enhancements #6

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janweinreich opened this issue Dec 16, 2023 · 0 comments

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janweinreich commented Dec 16, 2023

devise an automatic stopping criterion for the BO based on expected improvement (ask alex)
add the xgBoost regressor (with hyperparamteroptimization)
qEI (without noise averaging)
OHE versus random search comparison
full entropy search (no gibbon) (Multi-Objective Max-value Entropy Search Acquisition Function)
Curate old examples with 1 and 0 costs

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