2 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 2 cited
Bayesian Optimisation for Mixed-Variable Inputs using Value Proposals
Yan Zuo, Amir Dezfouli, Iadine Chades +2
Many real-world optimisation problems are defined over both categorical and continuous variables, yet efficient optimisation methods such asBayesian Optimisation (BO) are not desig…
math.OC2020★ 1 cited
A continuous time formulation of stochastic dual control to avoid the curse of dimensionality
Martin Péron, Christopher M. Baker, Barry D. Hughes +1
Dual control denotes a class of control problems where the parameters governing the system are imperfectly known. The challenge is to find the optimal balance between probing, i.e.…