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452 Publications
2022 |
Published |
Journal Article |
IST-REx-ID: 12147 |
Hasani, Ramin, et al. “Closed-Form Continuous-Time Neural Networks.” Nature Machine Intelligence, vol. 4, no. 11, Springer Nature, 2022, pp. 992–1003, doi:10.1038/s42256-022-00556-7.
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| arXiv
2022 |
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Conference Paper |
IST-REx-ID: 12171 |
Garcia Soto, Miriam, et al. “Synthesis of Parametric Hybrid Automata from Time Series.” 20th International Symposium on Automated Technology for Verification and Analysis, vol. 13505, Springer Nature, 2022, pp. 337–53, doi:10.1007/978-3-031-19992-9_22.
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2022 |
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Conference Paper |
IST-REx-ID: 12175 |
Bose, Sougata, et al. “History-Deterministic Timed Automata Are Not Determinizable.” 16th International Conference on Reachability Problems, vol. 13608, Springer Nature, 2022, pp. 67–76, doi:10.1007/978-3-031-19135-0_5.
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2022 |
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Conference Paper |
IST-REx-ID: 12302 |
Doveri, Kyveli, et al. “FORQ-Based Language Inclusion Formal Testing.” Computer Aided Verification, vol. 13372, Springer Nature, 2022, pp. 109–29, doi:10.1007/978-3-031-13188-2_6.
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| arXiv
2022 |
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Conference Paper |
IST-REx-ID: 12509 |
Avni, Guy, and Thomas A. Henzinger. “An Updated Survey of Bidding Games on Graphs.” 47th International Symposium on Mathematical Foundations of Computer Science, vol. 241, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 3:1-3:6, doi:10.4230/LIPIcs.MFCS.2022.3.
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2022 |
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Journal Article |
IST-REx-ID: 12510 |
Gruenbacher, Sophie A., et al. “GoTube: Scalable Statistical Verification of Continuous-Depth Models.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6, Association for the Advancement of Artificial Intelligence, 2022, pp. 6755–64, doi:10.1609/aaai.v36i6.20631.
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2022 |
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Journal Article |
IST-REx-ID: 12511 |
Lechner, Mathias, et al. “Stability Verification in Stochastic Control Systems via Neural Network Supermartingales.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 7, Association for the Advancement of Artificial Intelligence, 2022, pp. 7326–36, doi:10.1609/aaai.v36i7.20695.
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earlier version | 2022 |
Draft |
Preprint |
IST-REx-ID: 14600 |
Zikelic, Dorde, et al. “Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees.” ArXiv, 2210.05308, doi:10.48550/ARXIV.2210.05308.
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2022 |
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IST-REx-ID: 14601 |
Zikelic, Dorde, et al. “Learning Stabilizing Policies in Stochastic Control Systems.” ArXiv, 2205.11991, doi:10.48550/arXiv.2205.11991.
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2022 |
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Conference Paper |
IST-REx-ID: 10774 |
Bartocci, Ezio, et al. “Flavors of Sequential Information Flow.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13182, Springer Nature, 2022, pp. 1–19, doi:10.1007/978-3-030-94583-1_1.
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earlier version | 2022 |
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Conference Paper |
IST-REx-ID: 12508 |
Henzinger, Thomas A., et al. “History-Deterministic Timed Automata.” 33rd International Conference on Concurrency Theory, vol. 243, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 14:1-14:21, doi:10.4230/LIPIcs.CONCUR.2022.14.
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2022 |
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Conference Paper |
IST-REx-ID: 11775 |
Henzinger, Thomas A., et al. “Abstract Monitors for Quantitative Specifications.” 22nd International Conference on Runtime Verification, vol. 13498, Springer Nature, 2022, pp. 200–20, doi:10.1007/978-3-031-17196-3_11.
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earlier version | 2022 |
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IST-REx-ID: 11366 |
Lechner, Mathias, et al. “Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning.” ArXiv, 2204.07373, doi:10.48550/arXiv.2204.07373.
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2022 |
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Thesis | PhD |
IST-REx-ID: 11362 |
Lechner, Mathias. Learning Verifiable Representations. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11362.
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2021 |
Published |
Conference Paper |
IST-REx-ID: 10108 |
Mühlböck, Fabian, and Thomas A. Henzinger. “Differential Monitoring.” International Conference on Runtime Verification, vol. 12974, Springer Nature, 2021, pp. 231–43, doi:10.1007/978-3-030-88494-9_12.
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2021 |
Published |
Journal Article |
IST-REx-ID: 10153 |
Mühlböck, Fabian, and Ross Tate. “Transitioning from Structural to Nominal Code with Efficient Gradual Typing.” Proceedings of the ACM on Programming Languages, vol. 5, 127, Association for Computing Machinery, 2021, doi:10.1145/3485504.
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2021 |
Published |
Conference Paper |
IST-REx-ID: 10206 |
Lukina, Anna, et al. “Into the Unknown: Active Monitoring of Neural Networks.” 21st International Conference on Runtime Verification, vol. 12974, Springer Nature, 2021, pp. 42–61, doi:10.1007/978-3-030-88494-9_3.
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 10404 |
Sietzen, Stefan, et al. “Interactive Analysis of CNN Robustness.” Computer Graphics Forum, vol. 40, no. 7, Wiley, 2021, pp. 253–64, doi:10.1111/cgf.14418.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10668 |
Babaiee, Zahra, et al. “On-off Center-Surround Receptive Fields for Accurate and Robust Image Classification.” Proceedings of the 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 478–89.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10688 |
Kragl, Bernhard, and Shaz Qadeer. “The Civl Verifier.” Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design, edited by Piskac Ruzica and Michael W. Whalen, vol. 2, TU Wien Academic Press, 2021, pp. 143–152, doi:10.34727/2021/isbn.978-3-85448-046-4_23.
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