2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2025
Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization
Luo Long, Coralia Cartis, Paz Fink Shustin
Bayesian optimisation (BO) enables sample-efficient global optimisation of expensive black-box functions but remains challenging in high dimensions. We investigate nonlinear dimens…
math.OC2024★ 2 cited
Dimensionality Reduction Techniques for Global Bayesian Optimisation
Luo Long, Coralia Cartis, Paz Fink Shustin
Bayesian Optimisation (BO) is a state-of-the-art global optimisation technique for black-box problems where derivative information is unavailable, and sample efficiency is crucial.…