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15 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19665 | 
Cano Cordoba F, Henzinger TA, Könighofer B, Kueffner K, Mallik K. 2025. Fairness shields: Safeguarding against biased decision makers. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 39, 15659–15668.
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2025 | Published | Conference Paper | IST-REx-ID: 19667 |
Chatterjee K, Goharshady E, Karrabi M, Motwani HJ, Seeliger M, Zikelic D. 2025. Quantified linear and polynomial arithmetic satisfiability via template-based skolemization. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 39, 11158–11166.
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2025 | Published | Conference Paper | IST-REx-ID: 19668 |
Yu E, Zikelic D, Henzinger TA. 2025. Neural control and certificate repair via runtime monitoring. Proceedings of the 39th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 39, 26409–26417.
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2025 | Published | Conference Paper | IST-REx-ID: 19669 |
Chatterjee K, Luo R, Saona Urmeneta RJ, Svoboda J. 2025. Linear equations with min and max operators: Computational complexity. Proceedings of the 39th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 39, 11150–11157.
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2025 | Published | Journal Article | IST-REx-ID: 19713 |
Talaei S, Ansaripour M, Nadiradze G, Alistarh D-A. 2025. Hybrid decentralized optimization: Leveraging both first- and zeroth-order optimizers for faster convergence. Proceedings of the39th AAAI Conference on Artificial Intelligence. 39(19), 20778–20786.
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2025 | Published | Conference Paper | IST-REx-ID: 19666 |
Meggendorfer T, Weininger M, Wienhöft P. 2025. Solving robust Markov decision processes: Generic, reliable, efficient. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 39, 26631–26641.
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2024 | Published | Conference Paper | IST-REx-ID: 15321 |
Trinh G, Benhamou B, Pastva S, Soliman S. 2024. Scalable enumeration of trap spaces in boolean networks via answer set programming. Proceedings of the 38th AAAI Conference on Artificial Intelligence. vol. 38, 10714–10722.
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2023 | Published | Conference Paper | IST-REx-ID: 14830 |
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. 2023. Learning control policies for stochastic systems with reach-avoid guarantees. Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 37, 11926–11935.
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2022 | Published | Journal Article | IST-REx-ID: 12510 |
Gruenbacher SA, Lechner M, Hasani R, Rus D, Henzinger TA, Smolka SA, Grosu R. 2022. GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. 36(6), 6755–6764.
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2022 | Published | Journal Article | IST-REx-ID: 12511 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA. 2022. Stability verification in stochastic control systems via neural network supermartingales. Proceedings of the AAAI Conference on Artificial Intelligence. 36(7), 7326–7336.
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2021 | Published | Conference Paper | IST-REx-ID: 10669 |
Grunbacher S, Hasani R, Lechner M, Cyranka J, Smolka SA, Grosu R. 2021. On the verification of neural ODEs with stochastic guarantees. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Association for the Advancement of Artificial Intelligence, Technical Tracks, vol. 35, 11525–11535.
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2021 | Published | Conference Paper | IST-REx-ID: 10671 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. 2021. Liquid time-constant networks. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Association for the Advancement of Artificial Intelligence, Technical Tracks, vol. 35, 7657–7666.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10665 |
Henzinger TA, Lechner M, Zikelic D. 2021. Scalable verification of quantized neural networks. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Association for the Advancement of Artificial Intelligence, Technical Tracks, vol. 35, 3787–3795.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11436 |
Kungurtsev V, Egan M, Chatterjee B, Alistarh D-A. 2021. Asynchronous optimization methods for efficient training of deep neural networks with guarantees. 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI: Conference on Artificial Intelligence vol. 35, 8209–8216.
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2020 | Published | Journal Article | IST-REx-ID: 9197 |
Avni G, Ibsen-Jensen R, Tkadlec J. 2020. All-pay bidding games on graphs. Proceedings of the AAAI Conference on Artificial Intelligence. 34(02), 1798–1805.
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