Konstantin Kueffner
7 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19665 | 
Cano Cordoba, Filip, Thomas A Henzinger, Bettina Könighofer, Konstantin Kueffner, and Kaushik Mallik. “Fairness Shields: Safeguarding against Biased Decision Makers.” In Proceedings of the AAAI Conference on Artificial Intelligence, 39:15659–68. Association for the Advancement of Artificial Intelligence, 2025. https://doi.org/10.1609/aaai.v39i15.33719.
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2025 | Published | Conference Paper | IST-REx-ID: 20292 |
Gupta, Ashutosh, Thomas A Henzinger, Konstantin Kueffner, Kaushik Mallik, and David Pape. “Monitoring Robustness and Individual Fairness.” In Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2:790–801. Association for Computing Machinery, 2025. https://doi.org/10.1145/3711896.3737054.
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2024 | Published | Conference Paper | IST-REx-ID: 17327 |
Cano, Filip, Thomas A Henzinger, Bettina Könighofer, Konstantin Kueffner, and Kaushik Mallik. “Abstraction-Based Decision Making for Statistical Properties.” In 9th International Conference on Formal Structures for Computation and Deduction, Vol. 299. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.FSCD.2024.2.
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2023 | Published | Conference Paper | IST-REx-ID: 13228 |
Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Runtime Monitoring of Dynamic Fairness Properties.” In FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 604–14. Association for Computing Machinery, 2023. https://doi.org/10.1145/3593013.3594028.
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2023 | Published | Conference Paper | IST-REx-ID: 14454 |
Henzinger, Thomas A, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness under Partial Observations.” In 23rd International Conference on Runtime Verification, 14245:291–311. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-44267-4_15.
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2023 | Published | Journal Article | IST-REx-ID: 13234 |
Kueffner, Konstantin, Anna Lukina, Christian Schilling, and Thomas A Henzinger. “Into the Unknown: Active Monitoring of Neural Networks (Extended Version).” International Journal on Software Tools for Technology Transfer. Springer Nature, 2023. https://doi.org/10.1007/s10009-023-00711-4.
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2023 | Published | Conference Paper | IST-REx-ID: 13310 |
Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness.” In Computer Aided Verification, 13965:358–382. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-37703-7_17.
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7 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19665 |
Cano Cordoba, Filip, Thomas A Henzinger, Bettina Könighofer, Konstantin Kueffner, and Kaushik Mallik. “Fairness Shields: Safeguarding against Biased Decision Makers.” In Proceedings of the AAAI Conference on Artificial Intelligence, 39:15659–68. Association for the Advancement of Artificial Intelligence, 2025. https://doi.org/10.1609/aaai.v39i15.33719.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20292 |
Gupta, Ashutosh, Thomas A Henzinger, Konstantin Kueffner, Kaushik Mallik, and David Pape. “Monitoring Robustness and Individual Fairness.” In Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2:790–801. Association for Computing Machinery, 2025. https://doi.org/10.1145/3711896.3737054.
[Published Version]
View
| Files available
| DOI
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 17327 |
Cano, Filip, Thomas A Henzinger, Bettina Könighofer, Konstantin Kueffner, and Kaushik Mallik. “Abstraction-Based Decision Making for Statistical Properties.” In 9th International Conference on Formal Structures for Computation and Deduction, Vol. 299. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.FSCD.2024.2.
[Published Version]
View
| Files available
| DOI
2023 | Published | Conference Paper | IST-REx-ID: 13228 |
Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Runtime Monitoring of Dynamic Fairness Properties.” In FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 604–14. Association for Computing Machinery, 2023. https://doi.org/10.1145/3593013.3594028.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14454 |
Henzinger, Thomas A, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness under Partial Observations.” In 23rd International Conference on Runtime Verification, 14245:291–311. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-44267-4_15.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Published | Journal Article | IST-REx-ID: 13234 |
Kueffner, Konstantin, Anna Lukina, Christian Schilling, and Thomas A Henzinger. “Into the Unknown: Active Monitoring of Neural Networks (Extended Version).” International Journal on Software Tools for Technology Transfer. Springer Nature, 2023. https://doi.org/10.1007/s10009-023-00711-4.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 13310 |
Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness.” In Computer Aided Verification, 13965:358–382. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-37703-7_17.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv