16 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 5 cited
Regret analysis of the Piyavskii-Shubert algorithm for global Lipschitz optimization
Clément Bouttier, Tommaso Cesari, Mélanie Ducoffe +1
We consider the problem of maximizing a non-concave Lipschitz multivariate function over a compact domain by sequentially querying its (possibly perturbed) values. We study a natur…
stat.ML2017★ 16 cited
Convergence rate of a simulated annealing algorithm with noisy observations
Clément Bouttier, Ioana Gavra
In this paper we propose a modified version of the simulated annealing algorithm for solving a stochastic global optimization problem. More precisely, we address the problem of fin…