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Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG., и . LOD, том 11331 из Lecture Notes in Computer Science, стр. 1-13. Springer, (2018)Formal and Efficient Synthesis for Continuous-Time Linear Stochastic Hybrid Processes., , , , и . IEEE Trans. Autom. Control., 66 (1): 17-32 (2021)Certification of iterative predictions in Bayesian neural networks., , , , , и . UAI, том 161 из Proceedings of Machine Learning Research, стр. 1713-1723. AUAI Press, (2021)Correlated Equilibria and Fairness in Concurrent Stochastic Games., , , и . TACAS (2), том 13244 из Lecture Notes in Computer Science, стр. 60-78. Springer, (2022)Robustness of 3D Deep Learning in an Adversarial Setting., и . CVPR, стр. 11767-11775. Computer Vision Foundation / IEEE, (2019)When are Local Queries Useful for Robust Learning?, , , и . NeurIPS, (2022)Automatic verification of concurrent stochastic systems., , , и . Formal Methods Syst. Des., 58 (1-2): 188-250 (2021)Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits., , и . IJCAI, стр. 4885-4892. ijcai.org, (2022)Provable Guarantees on the Robustness of Decision Rules to Causal Interventions., , и . IJCAI, стр. 4258-4265. ijcai.org, (2021)Strategy Synthesis for Partially Observable Stochastic Games with Neural Perception Mechanisms (Invited Talk).. CSL, том 288 из LIPIcs, стр. 5:1-5:2. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2024)