Adversarially Robust Optimization with Gaussian Processes

Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka, Volkan Cevher. Adversarially Robust Optimization with Gaussian Processes. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 5765-5775, 2018. [doi]

Authors

Ilija Bogunovic

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Jonathan Scarlett

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Stefanie Jegelka

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Volkan Cevher

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