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arXiv: 2004.14340

Gruenbacher, Sophie, Jacek Cyranka, Mathias Lechner, Md Ariful Islam, Scott A. Smolka, and Radu Grosu. “Lagrangian Reachtubes: The next Generation.”https://doi.org/10.1109/CDC42340.2020.9304042__In Proceedings of the 59th IEEE Conference on Decision and Control, 2020:1556–63. IEEE, 2020.https://doi.org/10.1109/CDC42340.2020.9304042 .
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Lechner, Mathias. “Learning Representations for Binary-Classification without Backpropagation.” In 8th International Conference on Learning Representations. ICLR, 2020.
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Giacobbe, Mirco, Thomas A Henzinger, and Mathias Lechner. “How Many Bits Does It Take to Quantize Your Neural Network?”https://doi.org/10.1007/978-3-030-45237-7_5__In International Conference on Tools and Algorithms for the Construction and Analysis of Systems, 12079:79–97. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-45237-7_5 .
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Avni, Guy, Thomas A Henzinger, and Orna Kupferman. “Dynamic Resource Allocation Games.”https://doi.org/10.1016/j.tcs.2019.06.031__Theoretical Computer Science. Elsevier, 2020.https://doi.org/10.1016/j.tcs.2019.06.031 .
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Henzinger, Thomas A, Anna Lukina, and Christian Schilling. “Outside the Box: Abstraction-Based Monitoring of Neural Networks.”https://doi.org/10.3233/FAIA200375__In 24th European Conference on Artificial Intelligence, 325:2433–40. IOS Press, 2020.https://doi.org/10.3233/FAIA200375 .
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arXiv: 1911.09032

Baranowski, Marek, Shaobo He, Mathias Lechner, Thanh Son Nguyen, and Zvonimir Rakamari. “An SMT Theory of Fixed-Point Arithmetic.”https://doi.org/10.1007/978-3-030-51074-9_2__In Automated Reasoning, 12166:13–31. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-51074-9_2 .
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Lechner, Mathias, Ramin Hasani, Alexander Amini, Thomas A Henzinger, Daniela Rus, and Radu Grosu. “Neural Circuit Policies Enabling Auditable Autonomy.”https://doi.org/10.1038/s42256-020-00237-3__Nature Machine Intelligence. Springer Nature, 2020.https://doi.org/10.1038/s42256-020-00237-3 .
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Lechner, Mathias, Ramin Hasani, Daniela Rus, and Radu Grosu. “Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-End Robot Learning Scheme.”https://doi.org/10.1109/ICRA40945.2020.9196608__In Proceedings - IEEE International Conference on Robotics and Automation, 5446–52. IEEE, 2020.https://doi.org/10.1109/ICRA40945.2020.9196608 .
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Forets, Marcelo, Daniel Freire, and Christian Schilling. “Efficient Reachability Analysis of Parametric Linear Hybrid Systems with  Time-Triggered Transitions.”https://doi.org/10.1109/MEMOCODE51338.2020.9314994__In 18th ACM-IEEE International Conference on Formal Methods and Models for System Design. IEEE, 2020.https://doi.org/10.1109/MEMOCODE51338.2020.9314994 .
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Bogomolov, Sergiy, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, and Christian Schilling. “Reachability Analysis of Linear Hybrid Systems via Block Decomposition.” In Proceedings of the International Conference on Embedded Software, 2020.
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Bogomolov, Sergiy, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, and Christian Schilling. “Reachability Analysis of Linear Hybrid Systems via Block Decomposition.”https://doi.org/10.1109/TCAD.2020.3012859__IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. IEEE, 2020.https://doi.org/10.1109/TCAD.2020.3012859 .
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Avni, Guy, Rasmus Ibsen-Jensen, and Josef Tkadlec. “All-Pay Bidding Games on Graphs.”https://doi.org/10.1609/aaai.v34i02.5546__Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 2020.https://doi.org/10.1609/aaai.v34i02.5546 .
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Henzinger, Thomas A, and Naci E Sarac. “Monitorability under Assumptions.”https://doi.org/10.1007/978-3-030-60508-7_1__In Runtime Verification, 12399:3–18. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-60508-7_1 .
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Kragl, Bernhard, Shaz Qadeer, and Thomas A Henzinger. “Refinement for Structured Concurrent Programs.”https://doi.org/10.1007/978-3-030-53288-8_14__In Computer Aided Verification, 12224:275–98. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-53288-8_14 .
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Kragl, Bernhard, Constantin Enea, Thomas A Henzinger, Suha Orhun Mutluergil, and Shaz Qadeer. “Inductive Sequentialization of Asynchronous Programs.”https://doi.org/10.1145/3385412.3385980__In Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, 227–42. Association for Computing Machinery, 2020.https://doi.org/10.1145/3385412.3385980 .
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Nickovic, Dejan, Olivier Lebeltel, Oded Maler, Thomas Ferrere, and Dogan Ulus. “AMT 2.0: Qualitative and Quantitative Trace Analysis with Extended Signal Temporal Logic.”https://doi.org/10.1007/s10009-020-00582-z__International Journal on Software Tools for Technology Transfer. Springer Nature, 2020.https://doi.org/10.1007/s10009-020-00582-z .
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Kragl, Bernhard. “Verifying Concurrent Programs: Refinement, Synchronization, Sequentialization.”https://doi.org/10.15479/AT:ISTA:8332__Institute of Science and Technology Austria, 2020.https://doi.org/10.15479/AT:ISTA:8332 .
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Garcia Soto, Miriam, and Pavithra Prabhakar. “Hybridization for Stability Verification of Nonlinear Switched Systems.”https://doi.org/10.1109/RTSS49844.2020.00031__In 2020 IEEE Real-Time Systems Symposium, 244–56. IEEE, 2020.https://doi.org/10.1109/RTSS49844.2020.00031 .
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Garcia Soto, Miriam, and Pavithra Prabhakar. “Abstraction Based Verification of Stability of Polyhedral Switched Systems.”https://doi.org/10.1016/j.nahs.2020.100856__Nonlinear Analysis: Hybrid Systems. Elsevier, 2020.https://doi.org/10.1016/j.nahs.2020.100856 .
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