Adversarially robust optimization with Gaussian processes

© 2018 Curran Associates Inc.All rights reserved. In this paper, we consider the problem of Gaussian process (GP) optimization with an added robustness requirement: The returned point may be perturbed by an adversary, and we require the function value to remain as high as possible even after this pe...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Bogunovic, I, Jegelka, S, Scarlett, J, Cevher, V
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: 2021
Mynediad Ar-lein:https://hdl.handle.net/1721.1/132304