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Bayesian Optimization on GDSC2 B=50

Bayesian Optimization on GDSC2 B=50

33.8Discovery AUCGreedy

Updated 5mo ago

Evaluation results

Method	Links
Greedy2026.05		33.8
UCB2026.05		17.3
REIGN2026.05		16.9
Thompson2026.05		16.2

State-of-the-art paper

Greedy

Regime-Conditioned Evaluation in Multi-Context Bayesian Optimization

Dataset

GDSC2

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Related benchmarks

Hyperparameter Optimization on HPO-B PRS ≤ 0.10, n=32 (Low partition)Hyperparameter Optimization on HPO-B PRS > 0.15, n=16 (High PRS partition)Bayesian Optimization on Buchwald no-transfer prior Bayesian Optimization on Buchwald EMA prior, K=15 Bayesian Optimization on Buchwald structured prior

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