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Bayesian Neural Predictive Monitoring.

, , , , and . OVERLAY, volume 2785 of CEUR Workshop Proceedings, page 95-100. CEUR-WS.org, (2020)

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Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees., , and . RV, volume 14245 of Lecture Notes in Computer Science, page 461-487. Springer, (2023)Probabilistic Reach-Avoid for Bayesian Neural Networks., , , , , and . CoRR, (2023)A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation., , , and . IJCAI, page 297-303. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Precise parameter synthesis for stochastic biochemical systems., , , , and . Acta Informatica, 54 (6): 589-623 (2017)Precise Parameter Synthesis for Generalised Stochastic Petri Nets with Interval Parameters., , and . EUROCAST (2), volume 10672 of Lecture Notes in Computer Science, page 38-46. Springer, (2017)Automated Synthesis of Safe Digital Controllers for Sampled-Data Stochastic Nonlinear Systems., , , , , , and . IEEE Access, (2020)Bayesian Neural Predictive Monitoring., , , , and . OVERLAY, volume 2785 of CEUR Workshop Proceedings, page 95-100. CEUR-WS.org, (2020)Neural Predictive Monitoring for Collective Adaptive Systems., , and . ISoLA (3), volume 13703 of Lecture Notes in Computer Science, page 30-46. Springer, (2022)Neural Predictive Monitoring., , , , and . RV, volume 11757 of Lecture Notes in Computer Science, page 129-147. Springer, (2019)MPC-guided Imitation Learning of Bayesian Neural Network Policies for the Artificial Pancreas., , , and . CDC, page 2525-2532. IEEE, (2021)