2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regions
E. Visser, C. E. van Daalen, J. C. Schoeman
Bayesian optimization (BO) is a popular method for optimizing expensive black-box functions. BO has several well-documented shortcomings, including computational slowdown with long…
cs.LG2021★ 2 cited
Degenerate Gaussian factors for probabilistic inference
J. C. Schoeman, C. E. van Daalen, J. A. du Preez
In this paper, we propose a parametrised factor that enables inference on Gaussian networks where linear dependencies exist among the random variables. Our factor representation is…