Information Theoretic Bayesian Optimization over the Probability Simplex

Federico Pavesi, Antonio Candelieri, Noémie Jaquier

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 appl…