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444 Publications
2020 |
Published |
Journal Article |
IST-REx-ID: 8679
Lechner, Mathias, et al. “Neural Circuit Policies Enabling Auditable Autonomy.” Nature Machine Intelligence, vol. 2, Springer Nature, 2020, pp. 642–52, doi:10.1038/s42256-020-00237-3.
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2020 |
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Conference Paper |
IST-REx-ID: 8704 |
Lechner, Mathias, et al. “Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-End Robot Learning Scheme.” Proceedings - IEEE International Conference on Robotics and Automation, IEEE, 2020, pp. 5446–52, doi:10.1109/ICRA40945.2020.9196608.
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2020 |
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Conference Paper |
IST-REx-ID: 8750 |
Forets, Marcelo, et al. “Efficient Reachability Analysis of Parametric Linear Hybrid Systems with Time-Triggered Transitions.” 18th ACM-IEEE International Conference on Formal Methods and Models for System Design, 9314994, IEEE, 2020, doi:10.1109/MEMOCODE51338.2020.9314994.
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| arXiv
2020 |
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Journal Article |
IST-REx-ID: 8790 |
Bogomolov, Sergiy, et al. “Reachability Analysis of Linear Hybrid Systems via Block Decomposition.” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 11, IEEE, 2020, pp. 4018–29, doi:10.1109/TCAD.2020.3012859.
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| arXiv
2020 |
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Conference Paper |
IST-REx-ID: 9040 |
Alamdari, Par Alizadeh, et al. “Formal Methods with a Touch of Magic.” Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design, TU Wien Academic Press, 2020, pp. 138–47, doi:10.34727/2020/isbn.978-3-85448-042-6_21.
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2020 |
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Conference Paper |
IST-REx-ID: 9103 |
Gruenbacher, Sophie, et al. “Lagrangian Reachtubes: The next Generation.” Proceedings of the 59th IEEE Conference on Decision and Control, vol. 2020, IEEE, 2020, pp. 1556–63, doi:10.1109/CDC42340.2020.9304042.
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| arXiv
2020 |
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Journal Article |
IST-REx-ID: 9197 |
Avni, Guy, et al. “All-Pay Bidding Games on Graphs.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, no. 02, Association for the Advancement of Artificial Intelligence, 2020, pp. 1798–805, doi:10.1609/aaai.v34i02.5546.
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| arXiv
2020 |
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Conference Paper |
IST-REx-ID: 9202 |
Garcia Soto, Miriam, and Pavithra Prabhakar. “Hybridization for Stability Verification of Nonlinear Switched Systems.” 2020 IEEE Real-Time Systems Symposium, IEEE, 2020, pp. 244–56, doi:10.1109/RTSS49844.2020.00031.
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2020 |
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Conference Paper |
IST-REx-ID: 9632 |
Singh, Sidak Pal, and Dan-Adrian Alistarh. WoodFisher: Efficient Second-Order Approximation for Neural Network Compression. Vol. 33, Neural Information Processing Systems Foundation, 2020, pp. 18098–109.
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 6761 |
Avni, Guy, et al. “Dynamic Resource Allocation Games.” Theoretical Computer Science, vol. 807, Elsevier, 2020, pp. 42–55, doi:10.1016/j.tcs.2019.06.031.
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2020 |
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Conference Paper |
IST-REx-ID: 7348 |
Ferrere, Thomas, et al. “Monitoring Event Frequencies.” 28th EACSL Annual Conference on Computer Science Logic, vol. 152, 20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, doi:10.4230/LIPIcs.CSL.2020.20.
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| arXiv
2020 |
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Conference Paper |
IST-REx-ID: 7505 |
Henzinger, Thomas A., et al. “Outside the Box: Abstraction-Based Monitoring of Neural Networks.” 24th European Conference on Artificial Intelligence, vol. 325, IOS Press, 2020, pp. 2433–40, doi:10.3233/FAIA200375.
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| arXiv
2020 |
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Journal Article |
IST-REx-ID: 7426 |
Garcia Soto, Miriam, and Pavithra Prabhakar. “Abstraction Based Verification of Stability of Polyhedral Switched Systems.” Nonlinear Analysis: Hybrid Systems, vol. 36, no. 5, 100856, Elsevier, 2020, doi:10.1016/j.nahs.2020.100856.
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2019 |
Published |
Conference Paper |
IST-REx-ID: 6035 |
Bogomolov, Sergiy, et al. “JuliaReach: A Toolbox for Set-Based Reachability.” Proceedings of the 22nd International Conference on Hybrid Systems: Computation and Control, vol. 22, ACM, 2019, pp. 39–44, doi:10.1145/3302504.3311804.
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| arXiv
2019 |
Published |
Conference Paper |
IST-REx-ID: 6042 |
Christakis, Maria, et al. “Semantic Fault Localization and Suspiciousness Ranking.” 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems , vol. 11427, Springer Nature, 2019, pp. 226–43, doi:10.1007/978-3-030-17462-0_13.
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2019 |
Published |
Conference Paper |
IST-REx-ID: 7576 |
Immler, Fabian, et al. “ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.” EPiC Series in Computing, vol. 61, EasyChair, 2019, pp. 41–61, doi:10.29007/m75b.
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2019 |
Published |
Conference Paper |
IST-REx-ID: 8570 |
Althoff, Matthias, et al. “ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.” EPiC Series in Computing, vol. 61, EasyChair, 2019, pp. 14–40, doi:10.29007/bj1w.
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2019 |
Published |
Conference Paper |
IST-REx-ID: 6428 |
Ferrere, Thomas, et al. “Interface-Aware Signal Temporal Logic.” Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control, ACM, 2019, pp. 57–66, doi:10.1145/3302504.3311800.
[Submitted Version]
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2019 |
Published |
Conference Paper |
IST-REx-ID: 6462 |
Avni, Guy, et al. “Run-Time Optimization for Learned Controllers through Quantitative Games.” 31st International Conference on Computer-Aided Verification, vol. 11561, Springer, 2019, pp. 630–49, doi:10.1007/978-3-030-25540-4_36.
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2019 |
Published |
Conference Paper |
IST-REx-ID: 6493 |
Garcia Soto, Miriam, et al. “Membership-Based Synthesis of Linear Hybrid Automata.” 31st International Conference on Computer-Aided Verification, vol. 11561, Springer, 2019, pp. 297–314, doi:10.1007/978-3-030-25540-4_16.
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