2 papers
cs.AI2026
Optimal Transport-based Permutation-Invariant Bayesian Optimization of Offshore Wind Farm Layouts
Antonio Candelieri, Laurens Bliek
Bayesian Optimization (BO) is widely and successfully adopted for solving optimization problems having an expensive-to-evaluate, black-box, and non-convex objective function. Howev…
cs.LG2026
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…