Andrea Patane
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
7
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Flow-Induced Diagonal Gaussian Processes. | Moule Lin, Andrea Patane, Weipeng Jing, Shuhao Guan, Goetz Botterweck |
| 2025 | AISTATS | Certifiably Quantisation-Robust training and inference of Neural Networks. | Hue Dang, Matthew Wicker, Goetz Botterweck, Andrea Patane |
| 2025 | AISTATS | Stochastic Weight Sharing for Bayesian Neural Networks. | Moule Lin, Shuhao Guan, Weipeng Jing, Goetz Botterweck, Andrea Patane |
| 2024 | FM | Adversarial Robustness Certification for Bayesian Neural Networks. | Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska |
| 2023 | ICML | BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming. | Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti |
| 2021 | AISTATS | Bayesian Inference with Certifiable Adversarial Robustness. | Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska |
| 2021 | UAI | Certification of iterative predictions in Bayesian neural networks. | Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska |
| 2020 | AISTATS | Adversarial Robustness Guarantees for Classification with Gaussian Processes. | Arno Blaas, Andrea Patane, Luca Laurenti, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts |
| 2020 | UAI | Probabilistic Safety for Bayesian Neural Networks. | Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska |
| 2019 | AAAI | Robustness Guarantees for Bayesian Inference with Gaussian Processes. | Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane |
| 2019 | IJCAI | Statistical Guarantees for the Robustness of Bayesian Neural Networks. | Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker |
| 2018 | SP | When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts. | Simon Eberz, Giulio Lovisotto, Andrea Patane, Marta Kwiatkowska, Vincent Lenders, Ivan Martinovic |