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385 Publications


2023 | Published | Conference Paper | IST-REx-ID: 13310 | OA
Henzinger TA, Karimi M, Kueffner K, Mallik K. Monitoring algorithmic fairness. In: Computer Aided Verification. Vol 13965. Springer Nature; 2023:358–382. doi:10.1007/978-3-031-37703-7_17
[Published Version] View | Files available | DOI | arXiv
 

2023 | Published | Conference Paper | IST-REx-ID: 14076 | OA
Chalupa M, Henzinger TA. Monitoring hyperproperties with prefix transducers. In: 23nd International Conference on Runtime Verification. Vol 14245. Springer Nature; 2023:168-190. doi:10.1007/978-3-031-44267-4_9
[Published Version] View | Files available | DOI
 

2023 | Published | Conference Paper | IST-REx-ID: 14242 | OA
Lechner M, Zikelic D, Chatterjee K, Henzinger TA, Rus D. Quantization-aware interval bound propagation for training certifiably robust quantized neural networks. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol 37. Association for the Advancement of Artificial Intelligence; 2023:14964-14973. doi:10.1609/aaai.v37i12.26747
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2023 | Published | Conference Paper | IST-REx-ID: 14243 | OA
Avni G, Jecker IR, Zikelic D. Bidding graph games with partially-observable budgets. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol 37. ; 2023:5464-5471. doi:10.1609/aaai.v37i5.25679
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2023 | Published | Technical Report | IST-REx-ID: 12407 | OA
Chalupa M, Mühlböck F, Muroya Lei S, Henzinger TA. VAMOS: Middleware for Best-Effort Third-Party Monitoring. Institute of Science and Technology Austria; 2023. doi:10.15479/AT:ISTA:12407
[Published Version] View | Files available | DOI
 

2023 | Published | Conference Paper | IST-REx-ID: 12467 | OA
Henzinger TA, Mazzocchi NA, Sarac NE. Quantitative safety and liveness. In: 26th International Conference Foundations of Software Science and Computation Structures. Vol 13992. Springer Nature; 2023:349-370. doi:10.1007/978-3-031-30829-1_17
[Published Version] View | Files available | DOI | arXiv
 

2023 | Published | Journal Article | IST-REx-ID: 12704 | OA
Lechner M, Amini A, Rus D, Henzinger TA. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. IEEE Robotics and Automation Letters. 2023;8(3):1595-1602. doi:10.1109/LRA.2023.3240930
[Published Version] View | Files available | DOI | WoS | arXiv
 

2023 | Published | Conference Paper | IST-REx-ID: 12854 | OA
Chalupa M, Henzinger TA. Bubaak: Runtime monitoring of program verifiers. In: Tools and Algorithms for the Construction and Analysis of Systems. Vol 13994. Springer Nature; 2023:535-540. doi:10.1007/978-3-031-30820-8_32
[Published Version] View | Files available | DOI
 

2023 | Published | Conference Paper | IST-REx-ID: 12856 | OA
Chalupa M, Mühlböck F, Muroya Lei S, Henzinger TA. Vamos: Middleware for best-effort third-party monitoring. In: Fundamental Approaches to Software Engineering. Vol 13991. Springer Nature; 2023:260-281. doi:10.1007/978-3-031-30826-0_15
[Published Version] View | Files available | DOI
 

2023 | Published | Journal Article | IST-REx-ID: 12876 | OA
Beneš N, Brim L, Huvar O, Pastva S, Šafránek D. Boolean network sketches: A unifying framework for logical model inference. Bioinformatics. 2023;39(4). doi:10.1093/bioinformatics/btad158
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2022 | Published | Conference Paper | IST-REx-ID: 10774 | OA
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. Flavors of sequential information flow. In: Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol 13182. Springer Nature; 2022:1-19. doi:10.1007/978-3-030-94583-1_1
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 10891
Henzinger TA. Quantitative monitoring of software. In: Software Verification. Vol 13124. LNCS. Springer Nature; 2022:3-6. doi:10.1007/978-3-030-95561-8_1
View | DOI | WoS
 

2022 | Published | Conference Paper | IST-REx-ID: 11355 | OA
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. Information-flow interfaces. In: Fundamental Approaches to Software Engineering. Vol 13241. Springer Nature; 2022:3-22. doi:10.1007/978-3-030-99429-7_1
[Published Version] View | Files available | DOI | WoS
 

2022 | Published | Thesis | PhD | IST-REx-ID: 11362 | OA
Lechner M. Learning verifiable representations. 2022. doi:10.15479/at:ista:11362
[Published Version] View | Files available | DOI
 

2022 | Submitted | Preprint | IST-REx-ID: 11366 | OA
Lechner M, Amini A, Rus D, Henzinger TA. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. arXiv. doi:10.48550/arXiv.2204.07373
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 11775 | OA
Henzinger TA, Mazzocchi NA, Sarac NE. Abstract monitors for quantitative specifications. In: 22nd International Conference on Runtime Verification. Vol 13498. Springer Nature; 2022:200-220. doi:10.1007/978-3-031-17196-3_11
[Published Version] View | Files available | DOI | WoS
 

2022 | Submitted | Preprint | IST-REx-ID: 14600 | OA
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. Learning control policies for stochastic systems with reach-avoid guarantees. arXiv. doi:10.48550/ARXIV.2210.05308
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 14601 | OA
Zikelic D, Lechner M, Chatterjee K, Henzinger TA. Learning stabilizing policies in stochastic control systems. arXiv. doi:10.48550/arXiv.2205.11991
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 12010 | OA
Brunnbauer A, Berducci L, Brandstatter A, et al. Latent imagination facilitates zero-shot transfer in autonomous racing. In: 2022 International Conference on Robotics and Automation. IEEE; 2022:7513-7520. doi:10.1109/ICRA46639.2022.9811650
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 12147 | OA
Hasani R, Lechner M, Amini A, et al. Closed-form continuous-time neural networks. Nature Machine Intelligence. 2022;4(11):992-1003. doi:10.1038/s42256-022-00556-7
[Published Version] View | Files available | DOI | WoS | arXiv
 

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