Statistical Guarantees for the Robustness of Bayesian Neural Networks

Luca Cardelli; Marta Kwiatkowska; Luca Laurenti; Nicola Paoletti; Andrea Patanè; Matthew Wicker

doi:10.24963/ijcai.2019/789

Statistical Guarantees for the Robustness of Bayesian Neural Networks

Luca Cardelli
, Marta Kwiatkowska
, Luca Laurenti
, Nicola Paoletti
, Andrea Patanè
, Matthew Wicker

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence
Publisher	International Joint Conferences on Artificial Intelligence
Pages	5693-5700
Number of pages	8
ISBN (Electronic)	978-0-9992411-4-1
DOIs	https://doi.org/10.24963/ijcai.2019/789
Publication status	Published - Aug 2019

Access to Document

10.24963/ijcai.2019/789

https://www.ijcai.org/proceedings/2019/0789.pdf

Cite this

Cardelli, L., Kwiatkowska, M., Laurenti, L., Paoletti, N., Patanè, A., & Wicker, M. (2019). Statistical Guarantees for the Robustness of Bayesian Neural Networks. In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (pp. 5693-5700). International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2019/789

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title = "Statistical Guarantees for the Robustness of Bayesian Neural Networks",

author = "Luca Cardelli and Marta Kwiatkowska and Luca Laurenti and Nicola Paoletti and Andrea Patan{\`e} and Matthew Wicker",

year = "2019",

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doi = "10.24963/ijcai.2019/789",

language = "English",

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booktitle = "Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence",

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Statistical Guarantees for the Robustness of Bayesian Neural Networks. / Cardelli, Luca; Kwiatkowska, Marta; Laurenti, Luca et al.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, 2019. p. 5693-5700.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - Statistical Guarantees for the Robustness of Bayesian Neural Networks

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AU - Kwiatkowska, Marta

AU - Laurenti, Luca

AU - Paoletti, Nicola

AU - Patanè, Andrea

AU - Wicker, Matthew

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M3 - Conference contribution

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BT - Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

PB - International Joint Conferences on Artificial Intelligence

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