| 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 | 126 | 2019 |
| Broken hearted: How to attack ECG biometrics S Eberz, N Paoletti, M Roeschlin, M Kwiatkowska, I Martinovic, A Patané Internet Society, 2017 | 90 | 2017 |
| 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 | 51 | 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 | 50 | 2019 |
| 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 | 49 | 2020 |
| Probabilistic safety for bayesian neural networks M Wicker, L Laurenti, A Patane, M Kwiatkowska Conference on uncertainty in artificial intelligence, 1198-1207, 2020 | 38 | 2020 |
| 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 | 26* | 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 | 25* | 2019 |
| 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 | 22 | 2021 |
| 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 | 22 | 2015 |
| 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 | 19 | 2015 |
| 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 | 15 | 2018 |
| 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 | 14* | 2020 |
| 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 | 14 | 2019 |
| 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 | 14 | 2018 |
| 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 | 10 | 2015 |
| 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 | 8 | 2021 |
| Closed-loop quantitative verification of rate-adaptive pacemakers N Paoletti, A Patane, M Kwiatkowska ACM Transactions on Cyber-Physical Systems, to appear, 2018 | 8 | 2018 |
| Semantic place understanding for human–robot coexistence—toward intelligent workplaces S Rosa, A Patane, CX Lu, N Trigoni IEEE Transactions on Human-Machine Systems 49 (2), 160-170, 2018 | 6 | 2018 |
| CommonSense: Collaborative learning of scene semantics by robots and humans S Rosa, A Patanč, X Lu, N Trigoni Proceedings of the 1st International Workshop on Internet of People …, 2018 | 6 | 2018 |
Marta KwiatkowskaProfessor of Computing Systems, University of OxfordVerified email at comlab.ox.ac.uk
