Andrea Patane
Andrea Patane
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Current state and future directions of technology-based ecological momentary assessment and intervention for major depressive disorder: a systematic review
D Colombo, J Fernández-Álvarez, A Patané, M Semonella, ...
Journal of clinical medicine 8 (4), 465, 2019
Broken hearted: How to attack ECG biometrics
S Eberz, N Paoletti, M Roeschlin, M Kwiatkowska, I Martinovic, A Patané
Network and Distributed System Security Symposium 2017, 2017
Robustness of bayesian neural networks to gradient-based attacks
G Carbone, M Wicker, L Laurenti, A Patane, L Bortolussi, G Sanguinetti
Advances in Neural Information Processing Systems 33, 15602-15613, 2020
Statistical guarantees for the robustness of bayesian neural networks
L Cardelli, M Kwiatkowska, L Laurenti, N Paoletti, A Patane, M Wicker
arXiv preprint arXiv:1903.01980, 2019
Robustness guarantees for Bayesian inference with Gaussian processes
L Cardelli, M Kwiatkowska, L Laurenti, A Patane
Proceedings of the AAAI conference on artificial intelligence 33 (01), 7759-7768, 2019
Probabilistic safety for bayesian neural networks
M Wicker, L Laurenti, A Patane, M Kwiatkowska
Conference on uncertainty in artificial intelligence, 1198-1207, 2020
Bayesian inference with certifiable adversarial robustness
M Wicker, L Laurenti, A Patane, Z Chen, Z Zhang, M Kwiatkowska
International Conference on Artificial Intelligence and Statistics, 2431-2439, 2021
When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts
IM S Eberz, G Lovisotto, A Patanč, M Kwiatkowska, V Lenders
IEEE Symposium on Security and Privacy, 2018
Adversarial robustness guarantees for classification with gaussian processes
A Blaas, L Laurenti, A Patane, L Cardelli, M Kwiatkowska, S Roberts
International Conference on Artificial Intelligence and Statistics, 2019
Pareto optimal design for synthetic biology
A Patane, A Santoro, J Costanza, G Carapezza, G Nicosia
IEEE transactions on biomedical circuits and systems 9 (4), 555-571, 2015
Synthesising robust and optimal parameters for cardiac pacemakers using symbolic and evolutionary computation techniques
M Kwiatkowska, A Mereacre, N Paoletti, A Patanč
Hybrid Systems Biology: Fourth International Workshop, HSB 2015, Madrid …, 2015
Safety guarantees for iterative predictions with Gaussian processes
K Polymenakos, L Laurenti, A Patane, JP Calliess, L Cardelli, ...
2020 59th IEEE Conference on Decision and Control (CDC), 3187-3193, 2020
Individual fairness guarantees for neural networks
E Benussi, A Patane, M Wicker, L Laurenti, M Kwiatkowska
Proceedings of the 31st International Joint Conference on Artificial …, 2022
Multi-objective optimization of genome-scale metabolic models: the case of ethanol production
A Patané, G Jansen, P Conca, G Carapezza, J Costanza, G Nicosia
Annals of Operations Research 276, 211-227, 2019
Automated recognition of sleep arousal using multimodal and personalized deep ensembles of neural networks
A Patane, S Ghiasi, EP Scilingo, M Kwiatkowska
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG
A Patane, M Kwiatkowska
The Fourth International Conference on Machine Learning, Optimization, and …, 2018
Certification of iterative predictions in bayesian neural networks
M Wicker, L Laurenti, A Patane, N Paoletti, A Abate, M Kwiatkowska
Uncertainty in Artificial Intelligence, 1713-1723, 2021
Hardware-in-the-loop simulation and energy optimization of cardiac pacemakers
C Barker, M Kwiatkowska, A Mereacre, N Paoletti, A Patanč
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual …, 2015
Closed-loop quantitative verification of rate-adaptive pacemakers
N Paoletti, A Patane, M Kwiatkowska
ACM Transactions on Cyber-Physical Systems, to appear, 2018
Multi-objective optimization and analysis for the design space exploration of analog circuits and solar cells
A Patanč, A Santoro, P Conca, G Carapezza, A La Magna, V Romano, ...
Engineering Applications of Artificial Intelligence 62, 373-383, 2017
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