324 citations · 635 across the 25 of their papers we have counts for
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math.OC2011
Bayesian optimization using sequential Monte Carlo
Romain Benassi, Julien Bect, Emmanuel Vazquez
We consider the problem of optimizing a real-valued continuous function using a Bayesian approach, where the evaluations of are chosen sequentially by combining prior infor…
math.ST2011★ 13 cited
Sequential search based on kriging: convergence analysis of some algorithms
Emmanuel Vazquez, Julien Bect
Let $\FF$ be a set of real-valued functions on a set $\XX$ and let $S:\FF \to \GG$ be an arbitrary mapping. We consider the problem of making inference about , with $f\in\FF$…