Publications

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A
Automated Synthesis of Safe Digital Controllers for Sampled-Data Stochastic Nonlinear Systems, Shmarov, F., Soudjani S., Paoletti N., Bartocci E., Lin S., Smolka S. A., and Zuliani P. , IEEE Access, (2020)
B
Bayesian Neural Predictive Monitoring, Bortolussi, L., Cairoli F., Paoletti N., Smolka S. A., and Stoller S. D. , Proceedings of OVERLAY-20, Second Workshop on Formal Methods for AI, 09/2020, (2020)
D
Data-Driven Robust Control for a Closed-Loop Artificial Pancreas, Paoletti, N., Liu K. S., Chen H., Smolka S. A., and Lin S. , IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11/2020, Volume 17, Issue 6, (2020)
M
MPC-guided Imitation Learning of Bayesian Neural Network Policies for the Artificial Pancreas, Chen, H., Paoletti N., Smolka S. A., and Lin S. , Proceedings of CDC 2021, the 60th IEEE Conference on Decision and Control, 12/2021, (2021)
N
Neural Predictive Monitoring and a Comparison of Frequentist and Bayesian Approaches, Bortolussi, L., Cairoli F., Paoletti N., Smolka S. A., and Stoller S. D. , International Journal on Software Tools for Technology Transfer, 05/2021, (2021)