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452 Publications
2021 |
Published |
Journal Article |
IST-REx-ID: 8912 |
Sarac NE, Altun ÖF, Atam KT, Karahoda S, Kaya K, Yenigün H. Boosting expensive synchronizing heuristics. Expert Systems with Applications. 2021;167(4). doi:10.1016/j.eswa.2020.114203
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2021 |
Published |
Conference Paper |
IST-REx-ID: 9200 |
Garcia Soto M, Henzinger TA, Schilling C. Synthesis of hybrid automata with affine dynamics from time-series data. In: HSCC ’21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control. Association for Computing Machinery; 2021:2102.12734. doi:10.1145/3447928.3456704
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 9239 |
Avni G, Henzinger TA, Žikelić Đ. Bidding mechanisms in graph games. Journal of Computer and System Sciences. 2021;119(8):133-144. doi:10.1016/j.jcss.2021.02.008
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| arXiv
2021 |
Submitted |
Preprint |
IST-REx-ID: 9281 |
Dubach G, Mühlböck F. Formal verification of Zagier’s one-sentence proof. arXiv. doi:10.48550/arXiv.2103.11389
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 9647 |
Petrov T, Igler C, Sezgin A, Henzinger TA, Guet CC. Long lived transients in gene regulation. Theoretical Computer Science. 2021;893:1-16. doi:10.1016/j.tcs.2021.05.023
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2021 |
Published |
Technical Report |
IST-REx-ID: 9946 |
Mühlböck F, Henzinger TA. Differential Monitoring. IST Austria; 2021. doi:10.15479/AT:ISTA:9946
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2021 |
Published |
Journal Article |
IST-REx-ID: 10674 |
Aghajohari M, Avni G, Henzinger TA. Determinacy in discrete-bidding infinite-duration games. Logical Methods in Computer Science. 2021;17(1):10:1-10:23. doi:10.23638/LMCS-17(1:10)2021
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10666 |
Lechner M, Hasani R, Grosu R, Rus D, Henzinger TA. Adversarial training is not ready for robot learning. In: 2021 IEEE International Conference on Robotics and Automation. IEEE; 2021:4140-4147. doi:10.1109/ICRA48506.2021.9561036
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10667 |
Lechner M, Žikelić Ð, Chatterjee K, Henzinger TA. Infinite time horizon safety of Bayesian neural networks. In: 35th Conference on Neural Information Processing Systems. Neural Information Processing Systems Foundation; 2021. doi:10.48550/arXiv.2111.03165
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10670 |
Vorbach CJ, Hasani R, Amini A, Lechner M, Rus D. Causal navigation by continuous-time neural networks. In: 35th Conference on Neural Information Processing Systems. Neural Information Processing Systems Foundation; 2021.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 9356 |
Henzinger TA, Sarac NE. Quantitative and approximate monitoring. In: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science. IEEE; 2021. doi:10.1109/LICS52264.2021.9470547
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10665 |
Henzinger TA, Lechner M, Zikelic D. Scalable verification of quantized neural networks. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:3787-3795. doi:10.1609/aaai.v35i5.16496
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10671 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. Liquid time-constant networks. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:7657-7666. doi:10.1609/aaai.v35i9.16936
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10669 |
Grunbacher S, Hasani R, Lechner M, Cyranka J, Smolka SA, Grosu R. On the verification of neural ODEs with stochastic guarantees. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:11525-11535. doi:10.1609/aaai.v35i13.17372
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 10861
Nickovic D, Lebeltel O, Maler O, Ferrere T, Ulus D. AMT 2.0: Qualitative and quantitative trace analysis with extended signal temporal logic. International Journal on Software Tools for Technology Transfer. 2020;22(6):741-758. doi:10.1007/s10009-020-00582-z
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2020 |
Published |
Conference Paper |
IST-REx-ID: 10672 |
Lechner M. Learning representations for binary-classification without backpropagation. In: 8th International Conference on Learning Representations. ICLR; 2020.
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2020 |
Published |
Conference Paper |
IST-REx-ID: 10673 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. A natural lottery ticket winner: Reinforcement learning with ordinary neural circuits. In: Proceedings of the 37th International Conference on Machine Learning. PMLR. ; 2020:4082-4093.
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2020 |
Published |
Conference Paper |
IST-REx-ID: 7808 |
Giacobbe M, Henzinger TA, Lechner M. How many bits does it take to quantize your neural network? In: International Conference on Tools and Algorithms for the Construction and Analysis of Systems. Vol 12079. Springer Nature; 2020:79-97. doi:10.1007/978-3-030-45237-7_5
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2020 |
Published |
Conference Paper |
IST-REx-ID: 8012 |
Kragl B, Enea C, Henzinger TA, Mutluergil SO, Qadeer S. Inductive sequentialization of asynchronous programs. In: Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation. Association for Computing Machinery; 2020:227-242. doi:10.1145/3385412.3385980
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2020 |
Published |
Conference Paper |
IST-REx-ID: 8194 |
Baranowski M, He S, Lechner M, Nguyen TS, Rakamarić Z. An SMT theory of fixed-point arithmetic. In: Automated Reasoning. Vol 12166. Springer Nature; 2020:13-31. doi:10.1007/978-3-030-51074-9_2
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