Andrea Patane - RankMe

43 papers A* 5A 6Journal 25Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian-LoRA: Probabilistic Low-Rank Adaptation of Large Language Models. CoRR Moule Lin, Shuhao Guan, Andrea Patane, David Gregg, Goetz Botterweck
2026	A*	`conf`	Flow-Induced Diagonal Gaussian Processes. AAAI Moule Lin, Andrea Patane, Weipeng Jing, Shuhao Guan, Goetz Botterweck
2025	A	`conf`	Certifiably Quantisation-Robust training and inference of Neural Networks. AISTATS Hue Dang, Matthew Wicker, Goetz Botterweck, Andrea Patane
2025	J	`jnl`	Flow-Induced Diagonal Gaussian Processes. CoRR Moule Lin, Andrea Patane, Weipeng Jing, Shuhao Guan, Goetz Botterweck
2025	J	`jnl`	On the Robustness of Bayesian Neural Networks to Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker
2025	A	`conf`	Stochastic Weight Sharing for Bayesian Neural Networks. AISTATS Moule Lin, Shuhao Guan, Weipeng Jing, Goetz Botterweck, Andrea Patane
2025	J	`jnl`	Stochastic Weight Sharing for Bayesian Neural Networks. CoRR Moule Lin, Shuhao Guan, Weipeng Jing, Goetz Botterweck, Andrea Patane
2024	—	`conf`	Adversarial Robustness Certification for Bayesian Neural Networks. FM (1) Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska
2024	—	`conf`	Individual Fairness in Generative Text Models. LOD (1) Brian Whelan, Andrea Patane
2024	J	`jnl`	Probabilistic reach-avoid for Bayesian neural networks. Artif. Intell. Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska
2024	—	`conf`	Uncertainty Propagation in Stochastic Systems via Mixture Models with Error Quantification. CDC Eduardo Figueiredo, Andrea Patane, Morteza Lahijanian, Luca Laurenti
2024	J	`jnl`	Uncertainty Propagation in Stochastic Systems via Mixture Models with Error Quantification. CoRR Eduardo Figueiredo, Andrea Patane, Morteza Lahijanian, Luca Laurenti
2023	J	`jnl`	Adversarial Robustness Certification for Bayesian Neural Networks. CoRR Matthew Wicker, Andrea Patane, Luca Laurenti, Marta Kwiatkowska
2023	A*	`conf`	BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming. ICML Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti
2023	J	`jnl`	BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming. CoRR Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti
2023	J	`jnl`	Individual Fairness in Bayesian Neural Networks. CoRR Alice Doherty, Matthew Wicker, Luca Laurenti, Andrea Patane
2023	J	`jnl`	Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States. IEEE J. Biomed. Health Informatics Shadi Ghiasi, Andrea Patane, Luca Laurenti, Claudio Gentili, Enzo Pasquale Scilingo, Alberto Greco, Marta Kwiatkowska
2023	J	`jnl`	Probabilistic Reach-Avoid for Bayesian Neural Networks. CoRR Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska
2022	J	`jnl`	Adversarial Robustness Guarantees for Gaussian Processes. J. Mach. Learn. Res. Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen Roberts, Marta Kwiatkowska
2022	J	`jnl`	Individual Fairness Guarantees for Neural Networks. CoRR Elias Benussi, Andrea Patane, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska
2022	J	`jnl`	On the Robustness of Bayesian Neural Networks to Adversarial Attacks. CoRR Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker
2021	J	`jnl`	Adversarial Robustness Guarantees for Gaussian Processes. CoRR Andrea Patane, Arno Blaas, Luca Laurenti, Luca Cardelli, Stephen J. Roberts, Marta Kwiatkowska
2021	A	`conf`	Bayesian Inference with Certifiable Adversarial Robustness. AISTATS Matthew Wicker, Luca Laurenti, Andrea Patane, Zhuotong Chen, Zheng Zhang, Marta Kwiatkowska
2021	J	`jnl`	Bayesian Inference with Certifiable Adversarial Robustness. CoRR Matthew Wicker, Luca Laurenti, Andrea Patane, Zhoutong Chen, Zheng Zhang, Marta Kwiatkowska
2021	J	`jnl`	Certification of Iterative Predictions in Bayesian Neural Networks. CoRR Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska
2021	A	`conf`	Certification of iterative predictions in Bayesian neural networks. UAI Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska
2020	A	`conf`	Adversarial Robustness Guarantees for Classification with Gaussian Processes. AISTATS Arno Blaas, Andrea Patane, Luca Laurenti, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts
2020	A	`conf`	Probabilistic Safety for Bayesian Neural Networks. UAI Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska
2020	J	`jnl`	Probabilistic Safety for Bayesian Neural Networks. CoRR Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska
2020	J	`jnl`	Robustness of Bayesian Neural Networks to Gradient-Based Attacks. CoRR Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patane, Luca Bortolussi, Guido Sanguinetti
2020	—	`conf`	Safety Guarantees for Iterative Predictions with Gaussian Processes. CDC Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts
2019	A*	`conf`	Robustness Guarantees for Bayesian Inference with Gaussian Processes. AAAI Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane
2019	J	`jnl`	Robustness Quantification for Classification with Gaussian Processes. CoRR Arno Blaas, Luca Laurenti, Andrea Patane, Luca Cardelli, Marta Kwiatkowska, Stephen J. Roberts
2019	J	`jnl`	Safety Guarantees for Planning Based on Iterative Gaussian Processes. CoRR Kyriakos Polymenakos, Luca Laurenti, Andrea Patane, Jan-Peter Calliess, Luca Cardelli, Marta Kwiatkowska, Alessandro Abate, Stephen J. Roberts
2019	J	`jnl`	Semantic Place Understanding for Human-Robot Coexistence - Toward Intelligent Workplaces. IEEE Trans. Hum. Mach. Syst. Stefano Rosa, Andrea Patane, Chris Xiaoxuan Lu, Niki Trigoni
2019	A*	`conf`	Statistical Guarantees for the Robustness of Bayesian Neural Networks. IJCAI Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker
2019	J	`jnl`	Statistical Guarantees for the Robustness of Bayesian Neural Networks. CoRR Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Nicola Paoletti, Andrea Patane, Matthew Wicker
2018	—	`conf`	Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks. CinC Andrea Patane, Shadi Ghiasi, Enzo Pasquale Scilingo, Marta Kwiatkowska
2018	J	`jnl`	Robustness Guarantees for Bayesian Inference with Gaussian Processes. CoRR Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane
2018	A*	`conf`	When Your Fitness Tracker Betrays You: Quantifying the Predictability of Biometric Features Across Contexts. IEEE Symposium on Security and Privacy Simon Eberz, Giulio Lovisotto, Andrea Patane, Marta Kwiatkowska, Vincent Lenders, Ivan Martinovic
2015	—	`conf`	Hardware-in-the-loop simulation and energy optimization of cardiac pacemakers. EMBC Chris Barker, Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane
2015	J	`jnl`	Pareto Optimal Design for Synthetic Biology. IEEE Trans. Biomed. Circuits Syst. Andrea Patane, Andrea Santoro, Jole Costanza, Giovanni Carapezza, Giuseppe Nicosia
2015	—	`conf`	Synthesising Robust and Optimal Parameters for Cardiac Pacemakers Using Symbolic and Evolutionary Computation Techniques. HSB Marta Z. Kwiatkowska, Alexandru Mereacre, Nicola Paoletti, Andrea Patane