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cs.LG2025
Taking the GP Out of the Loop
Mehul Bafna, Siddhant anand Jadhav, David Sweet
Bayesian optimization (BO) has traditionally solved black-box problems where function evaluation is expensive and, therefore, observations are few. Recently, however, there has bee…
cs.LG2024★ 3 cited
Optimal Initialization of Batch Bayesian Optimization
Jiuge Ren, David Sweet
Field experiments and computer simulations are effective but time-consuming methods of measuring the quality of engineered systems at different settings. To reduce the total time r…