arXiv cs.LG
· Papers
Information Theoretic Bayesian Optimization over the Probability Simplex
arXiv:2603.09793v2 Announce Type: replace Abstract: Bayesian optimization is a data-efficient technique that has been shown to be extremely powerful to optimize expensive, black-box, and possibly noisy objective functions. Many applications involve optimizing probabilities and mixtures which naturally belong to the pro