Yuya Endo

Ranking-Based Surrogate Modeling for Bayesian Optimization under Small-Data Conditions

Abstract Bayesian optimization (BO) is widely used for reaction optimization, but under small-data conditions, regression of absolute objective values may not align with the practical goal of prioritizing promising experiments. Here, we compared ranking-based BO (RankBO) combined...