46 citations · 48 across the 4 of their papers we have counts for
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stat.ML2025
On the Implementation of a Bayesian Optimization Framework for Interconnected Systems
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) is an effective paradigm for the optimization of expensive-to-sample systems. Standard BO learns the performance of a system by using a Gaussian P…
stat.ML2023★ 2 cited
BOIS: Bayesian Optimization of Interconnected Systems
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) has proven to be an effective paradigm for the global optimization of expensive-to-sample systems. One of the main advantages of BO is its use of Gaussia…
stat.ML2022★ 46 cited
New Paradigms for Exploiting Parallel Experiments in Bayesian Optimization
Leonardo D. González, Victor M. Zavala
Bayesian optimization (BO) is one of the most effective methods for closed-loop experimental design and black-box optimization. However, a key limitation of BO is that it is an inh…