Konstantin Kueffner
7 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19665 | 
F. Cano Cordoba, T. A. Henzinger, B. Könighofer, K. Kueffner, and K. Mallik, “Fairness shields: Safeguarding against biased decision makers,” in Proceedings of the AAAI Conference on Artificial Intelligence, Philadelphia, PA, United States, 2025, vol. 39, no. 15, pp. 15659–15668.
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2025 | Published | Conference Paper | IST-REx-ID: 20292 |
A. Gupta, T. A. Henzinger, K. Kueffner, K. Mallik, and D. Pape, “Monitoring robustness and individual fairness,” in Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto, Canada, 2025, vol. 2, pp. 790–801.
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2024 | Published | Conference Paper | IST-REx-ID: 17327 |
F. Cano, T. A. Henzinger, B. Könighofer, K. Kueffner, and K. Mallik, “Abstraction-based decision making for statistical properties,” in 9th International Conference on Formal Structures for Computation and Deduction, Tallinn, Estonia, 2024, vol. 299.
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2023 | Published | Conference Paper | IST-REx-ID: 13228 |
T. A. Henzinger, M. Karimi, K. Kueffner, and K. Mallik, “Runtime monitoring of dynamic fairness properties,” in FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, Chicago, IL, United States, 2023, pp. 604–614.
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2023 | Published | Conference Paper | IST-REx-ID: 14454 |
T. A. Henzinger, K. Kueffner, and K. Mallik, “Monitoring algorithmic fairness under partial observations,” in 23rd International Conference on Runtime Verification, Thessaloniki, Greece, 2023, vol. 14245, pp. 291–311.
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2023 | Published | Journal Article | IST-REx-ID: 13234 |
K. Kueffner, A. Lukina, C. Schilling, and T. A. Henzinger, “Into the unknown: Active monitoring of neural networks (extended version),” International Journal on Software Tools for Technology Transfer, vol. 25. Springer Nature, pp. 575–592, 2023.
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2023 | Published | Conference Paper | IST-REx-ID: 13310 |
T. A. Henzinger, M. Karimi, K. Kueffner, and K. Mallik, “Monitoring algorithmic fairness,” in Computer Aided Verification, Paris, France, 2023, vol. 13965, pp. 358–382.
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Grants
7 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19665 |
F. Cano Cordoba, T. A. Henzinger, B. Könighofer, K. Kueffner, and K. Mallik, “Fairness shields: Safeguarding against biased decision makers,” in Proceedings of the AAAI Conference on Artificial Intelligence, Philadelphia, PA, United States, 2025, vol. 39, no. 15, pp. 15659–15668.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20292 |
A. Gupta, T. A. Henzinger, K. Kueffner, K. Mallik, and D. Pape, “Monitoring robustness and individual fairness,” in Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto, Canada, 2025, vol. 2, pp. 790–801.
[Published Version]
View
| Files available
| DOI
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 17327 |
F. Cano, T. A. Henzinger, B. Könighofer, K. Kueffner, and K. Mallik, “Abstraction-based decision making for statistical properties,” in 9th International Conference on Formal Structures for Computation and Deduction, Tallinn, Estonia, 2024, vol. 299.
[Published Version]
View
| Files available
| DOI
2023 | Published | Conference Paper | IST-REx-ID: 13228 |
T. A. Henzinger, M. Karimi, K. Kueffner, and K. Mallik, “Runtime monitoring of dynamic fairness properties,” in FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, Chicago, IL, United States, 2023, pp. 604–614.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14454 |
T. A. Henzinger, K. Kueffner, and K. Mallik, “Monitoring algorithmic fairness under partial observations,” in 23rd International Conference on Runtime Verification, Thessaloniki, Greece, 2023, vol. 14245, pp. 291–311.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Published | Journal Article | IST-REx-ID: 13234 |
K. Kueffner, A. Lukina, C. Schilling, and T. A. Henzinger, “Into the unknown: Active monitoring of neural networks (extended version),” International Journal on Software Tools for Technology Transfer, vol. 25. Springer Nature, pp. 575–592, 2023.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 13310 |
T. A. Henzinger, M. Karimi, K. Kueffner, and K. Mallik, “Monitoring algorithmic fairness,” in Computer Aided Verification, Paris, France, 2023, vol. 13965, pp. 358–382.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv