@article{informationtheoreticbayesianoptimization, title = {Information Theoretic Bayesian Optimization over the Probability Simplex}, author = {Federico Pavesi and Antonio Candelieri and NoƩmie Jaquier}, year = {2026}, eprint = {2603.09793}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.09793}, }