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ORCIDAndrea Patanè
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- affiliation: University of Oxford, UK
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2020 – today
- 2024
[i16]Eduardo Figueiredo, Andrea Patane, Morteza Lahijanian, Luca Laurenti:
Uncertainty Propagation in Stochastic Systems via Mixture Models with Error Quantification. CoRR abs/2403.15626 (2024)- 2023
- [j8]Shadi Ghiasi
, Andrea Patane, Luca Laurenti, Claudio Gentili, Enzo Pasquale Scilingo, Alberto Greco, Marta Kwiatkowska:
Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States. IEEE J. Biomed. Health Informatics 27(8): 3721-3730 (2023) - [c19]Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti:
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming. ICML 2023: 133-151 - [i15]Alice Doherty, Matthew Wicker, Luca Laurenti, Andrea Patane:
Individual Fairness in Bayesian Neural Networks. CoRR abs/2304.10828 (2023) - [i14]Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti:
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming. CoRR abs/2306.10742 (2023) - [i13]Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska:
Adversarial Robustness Certification for Bayesian Neural Networks. CoRR abs/2306.13614 (2023) - [i12]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Probabilistic Reach-Avoid for Bayesian Neural Networks. CoRR abs/2310.01951 (2023) - 2022
- [j7]Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen Roberts, Marta Kwiatkowska:
Adversarial Robustness Guarantees for Gaussian Processes. J. Mach. Learn. Res. 23: 146:1-146:55 (2022) - [c18]Elias Benussi, Andrea Patanè, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska:
Individual Fairness Guarantees for Neural Networks. IJCAI 2022: 651-658 - [i11]Elias Benussi, Andrea Patane, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska:
Individual Fairness Guarantees for Neural Networks. CoRR abs/2205.05763 (2022) - [i10]Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker:
On the Robustness of Bayesian Neural Networks to Adversarial Attacks. CoRR abs/2207.06154 (2022) - 2021
- [c17]Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska:
Bayesian Inference with Certifiable Adversarial Robustness. AISTATS 2021: 2431-2439 - [c16]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Certification of iterative predictions in Bayesian neural networks. UAI 2021: 1713-1723 - [i9]Matthew Wicker, Luca Laurenti, Andrea Patane, Zhoutong Chen, Zheng Zhang, Marta Kwiatkowska:
Bayesian Inference with Certifiable Adversarial Robustness. CoRR abs/2102.05289 (2021) - [i8]Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen J. Roberts, Marta Kwiatkowska:
Adversarial Robustness Guarantees for Gaussian Processes. CoRR abs/2104.03180 (2021) - [i7]Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska:
Certification of Iterative Predictions in Bayesian Neural Networks. CoRR abs/2105.10134 (2021) - 2020
- [c15]Arno Blaas, Andrea Patane, Luca Laurenti, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts:
Adversarial Robustness Guarantees for Classification with Gaussian Processes. AISTATS 2020: 3372-3382 - [c14]Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts:
Safety Guarantees for Iterative Predictions with Gaussian Processes. CDC 2020: 3187-3193 - [c13]Shadi Ghiasi, Andrea Patanè, Alberto Greco, Luca Laurenti, Enzo Pasquale Scilingo, Marta Z. Kwiatkowska:
Gaussian Processes with Physiologically-Inspired Priors for Physical Arousal Recognition. EMBC 2020: 54-57 - [c12]Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patané, Luca Bortolussi, Guido Sanguinetti:
Robustness of Bayesian Neural Networks to Gradient-Based Attacks. NeurIPS 2020 - [c11]Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska:
Probabilistic Safety for Bayesian Neural Networks. UAI 2020: 1198-1207 - [i6]Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patane, Luca Bortolussi, Guido Sanguinetti:
Robustness of Bayesian Neural Networks to Gradient-Based Attacks. CoRR abs/2002.04359 (2020) - [i5]Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska:
Probabilistic Safety for Bayesian Neural Networks. CoRR abs/2004.10281 (2020)
2010 – 2019
- 2019
- [j6]Andrea Patané, Giorgio Jansen, Piero Conca, Giovanni Carapezza, Jole Costanza, Giuseppe Nicosia:
Multi-objective optimization of genome-scale metabolic models: the case of ethanol production. Ann. Oper. Res. 276(1-2): 211-227 (2019) - [j5]Stefano Rosa, Andrea Patane, Chris Xiaoxuan Lu, Niki Trigoni:
Semantic Place Understanding for Human-Robot Coexistence - Toward Intelligent Workplaces. IEEE Trans. Hum. Mach. Syst. 49(2): 160-170 (2019) - [c10]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane:
Robustness Guarantees for Bayesian Inference with Gaussian Processes. AAAI 2019: 7759-7768 - [c9]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker:
Statistical Guarantees for the Robustness of Bayesian Neural Networks. IJCAI 2019: 5693-5700 - [i4]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker:
Statistical Guarantees for the Robustness of Bayesian Neural Networks. CoRR abs/1903.01980 (2019) - [i3]Arno Blaas, Luca Laurenti, Andrea Patane, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts:
Robustness Quantification for Classification with Gaussian Processes. CoRR abs/1905.11876 (2019) - [i2]Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts:
Safety Guarantees for Planning Based on Iterative Gaussian Processes. CoRR abs/1912.00071 (2019) - 2018
- [j4]Andrea Patanè, Andrea Santoro, Vittorio Romano, Antonino La Magna, Giuseppe Nicosia:
Enhancing quantum efficiency of thin-film silicon solar cells by Pareto optimality. J. Glob. Optim. 72(3): 491-515 (2018) - [j3]Nicola Paoletti, Andrea Patanè, Marta Kwiatkowska:
Closed-Loop Quantitative Verification of Rate-Adaptive Pacemakers. ACM Trans. Cyber Phys. Syst. 2(4): 33:1-33:31 (2018) - [c8]Andrea Patane, Shadi Ghiasi, Enzo Pasquale Scilingo, Marta Kwiatkowska:
Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks. CinC 2018: 1-4 - [c7]Stefano Rosa, Andrea Patanè, Xiaoxuan Lu, Niki Trigoni:
CommonSense: Collaborative learning of scene semantics by robots and humans. IoPARTS@MobiSys 2018: 1-6 - [c6]Andrea Patanè, Marta Kwiatkowska:
Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG. LOD 2018: 1-13 - [c5]Simon Eberz, Giulio Lovisotto, Andrea Patane, Marta Kwiatkowska, Vincent Lenders, Ivan Martinovic:
When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts. IEEE Symposium on Security and Privacy 2018: 889-905 - [i1]Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane:
Robustness Guarantees for Bayesian Inference with Gaussian Processes. CoRR abs/1809.06452 (2018) - 2017
- [j2]Andrea Patanè, Andrea Santoro, Piero Conca, Giovanni Carapezza, Antonino La Magna, Vittorio Romano, Giuseppe Nicosia:
Multi-objective optimization and analysis for the design space exploration of analog circuits and solar cells. Eng. Appl. Artif. Intell. 62: 373-383 (2017) - [c4]Simon Eberz, Nicola Paoletti, Marc Roeschlin, Andrea Patané, Marta Kwiatkowska, Ivan Martinovic:
Broken Hearted: How To Attack ECG Biometrics. NDSS 2017 - 2016
- [c3]Andrea Patané, Piero Conca, Giovanni Carapezza, Andrea Santoro, Jole Costanza, Giuseppe Nicosia:
Metabolic Circuit Design Automation by Multi-objective BioCAD. MOD 2016: 30-44 - 2015
- [j1]Andrea Patane, Andrea Santoro, Jole Costanza, Giovanni Carapezza, Giuseppe Nicosia:
Pareto Optimal Design for Synthetic Biology. IEEE Trans. Biomed. Circuits Syst. 9(4): 555-571 (2015) - [c2]Chris Barker, Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane:
Hardware-in-the-loop simulation and energy optimization of cardiac pacemakers. EMBC 2015: 7188-7191 - [c1]Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane:
Synthesising Robust and Optimal Parameters for Cardiac Pacemakers Using Symbolic and Evolutionary Computation Techniques. HSB 2015: 119-140
Coauthor Index
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