Chatterjee, Krishnendu, Thomas A Henzinger, Mathias Lechner, and Dorde Zikelic. “A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems.”https://doi.org/10.1007/978-3-031-30823-9_1__In Tools and Algorithms for the Construction and Analysis of Systems , 13993:3–25. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30823-9_1 .

Lechner, Mathias, Dorde Zikelic, Krishnendu Chatterjee, Thomas A Henzinger, and Daniela Rus. “Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks.”https://doi.org/10.1609/aaai.v37i12.26747__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:14964–73. Association for the Advancement of Artificial Intelligence, 2023.https://doi.org/10.1609/aaai.v37i12.26747 .

Avni, Guy, Ismael R Jecker, and Dorde Zikelic. “Bidding Graph Games with Partially-Observable Budgets.”https://doi.org/10.1609/aaai.v37i5.25679__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:5464–71, 2023.https://doi.org/10.1609/aaai.v37i5.25679 .

Akshay, S., Krishnendu Chatterjee, Tobias Meggendorfer, and Dorde Zikelic. “MDPs as Distribution Transformers: Affine Invariant Synthesis for Safety Objectives.”https://doi.org/10.1007/978-3-031-37709-9_5__In International Conference on Computer Aided Verification, 13966:86–112. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-37709-9_5 .

Avni, Guy, Tobias Meggendorfer, Suman Sadhukhan, Josef Tkadlec, and Dorde Zikelic. “Reachability Poorman Discrete-Bidding Games.”https://doi.org/10.3233/FAIA230264__In Frontiers in Artificial Intelligence and Applications, 372:141–48. IOS Press, 2023.https://doi.org/10.3233/FAIA230264 .

Ansaripour, Matin, Krishnendu Chatterjee, Thomas A Henzinger, Mathias Lechner, and Dorde Zikelic. “Learning Provably Stabilizing Neural Controllers for Discrete-Time Stochastic Systems.”https://doi.org/10.1007/978-3-031-45329-8_17__In 21st International Symposium on Automated Technology for Verification and Analysis, 14215:357–79. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-45329-8_17 .

Zikelic, Dorde. “Automated Verification and Control of Infinite State Stochastic Systems.”https://doi.org/10.15479/14539__Institute of Science and Technology Austria, 2023.https://doi.org/10.15479/14539 .

Chatterjee, Krishnendu, Ehsan Kafshdar Goharshady, Petr Novotný, Jií Zárevúcky, and Dorde Zikelic. “On Lexicographic Proof Rules for Probabilistic Termination.”https://doi.org/10.1145/3585391__Formal Aspects of Computing. Association for Computing Machinery, 2023.https://doi.org/10.1145/3585391 .

Zikelic, Dorde, Mathias Lechner, Thomas A Henzinger, and Krishnendu Chatterjee. “Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees.”https://doi.org/10.1609/aaai.v37i10.26407__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:11926–35. Association for the Advancement of Artificial Intelligence, 2023.https://doi.org/10.1609/aaai.v37i10.26407 .

Zikelic, Dorde, Mathias Lechner, Abhinav Verma, Krishnendu Chatterjee, and Thomas A Henzinger. “Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees.” In 37th Conference on Neural Information Processing Systems, 2023.

Ahmadi, Ali, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Tobias Meggendorfer, Roodabeh Safavi Hemami, and Dorde Zikelic. “Algorithms and Hardness Results for Computing Cores of Markov Chains.”https://doi.org/10.4230/LIPIcs.FSTTCS.2022.29__In 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, Vol. 250. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.https://doi.org/10.4230/LIPIcs.FSTTCS.2022.29 .

Zikelic, Dorde, Bor-Yuh Evan Chang, Pauline Bolignano, and Franco Raimondi. “Differential Cost Analysis with Simultaneous Potentials and Anti-Potentials.”https://doi.org/10.1145/3519939.3523435__In Proceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, 442–57. Association for Computing Machinery, 2022.https://doi.org/10.1145/3519939.3523435 .

Chatterjee, Krishnendu, Jakub Svoboda, Dorde Zikelic, Andreas Pavlogiannis, and Josef Tkadlec. “Social Balance on Networks: Local Minima and Best-Edge Dynamics.”https://doi.org/10.1103/physreve.106.034321__Physical Review E. American Physical Society, 2022.https://doi.org/10.1103/physreve.106.034321 .

Chatterjee, Krishnendu, Amir Kafshdar Goharshady, Tobias Meggendorfer, and Dorde Zikelic. “Sound and Complete Certificates for Auantitative Termination Analysis of Probabilistic Programs.”https://doi.org/10.1007/978-3-031-13185-1_4__In Proceedings of the 34th International Conference on Computer Aided Verification, 13371:55–78. Springer, 2022.https://doi.org/10.1007/978-3-031-13185-1_4 .

Lechner, Mathias, Dorde Zikelic, Krishnendu Chatterjee, and Thomas A Henzinger. “Stability Verification in Stochastic Control Systems via Neural Network Supermartingales.”https://doi.org/10.1609/aaai.v36i7.20695__Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 2022.https://doi.org/10.1609/aaai.v36i7.20695 .

Zikelic, Dorde, Mathias Lechner, Krishnendu Chatterjee, and Thomas A Henzinger. “Learning Stabilizing Policies in Stochastic Control Systems.”https://doi.org/10.48550/arXiv.2205.11991__ArXiv, n.d.https://doi.org/10.48550/arXiv.2205.11991 .

Zikelic, Dorde, Mathias Lechner, Thomas A Henzinger, and Krishnendu Chatterjee. “Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees.”https://doi.org/10.48550/ARXIV.2210.05308__ArXiv, n.d.https://doi.org/10.48550/ARXIV.2210.05308 .

Avni, Guy, Ismael R Jecker, and Dorde Zikelic. “Infinite-Duration All-Pay Bidding Games.”https://doi.org/10.1137/1.9781611976465.38__In Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, edited by Dániel Marx, 617–36. Society for Industrial and Applied Mathematics, 2021.https://doi.org/10.1137/1.9781611976465.38 .

Henzinger, Thomas A, Mathias Lechner, and Dorde Zikelic. “Scalable Verification of Quantized Neural Networks.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:3787–95. AAAI Press, 2021.

Chatterjee, Krishnendu, Ehsan Kafshdar Goharshady, Petr Novotný, Jií Zárevúcky, and Dorde Zikelic. “On Lexicographic Proof Rules for Probabilistic Termination.”https://doi.org/10.1007/978-3-030-90870-6_33__In 24th International Symposium on Formal Methods, 13047:619–39. Springer Nature, 2021.https://doi.org/10.1007/978-3-030-90870-6_33 .

Chatterjee, Krishnendu, Ehsan Kafshdar Goharshady, Petr Novotný, and Dorde Zikelic. “Proving Non-Termination by Program Reversal.”https://doi.org/10.1145/3453483.3454093__In Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, 1033–48. Association for Computing Machinery, 2021.https://doi.org/10.1145/3453483.3454093 .

Chatterjee, Krishnendu, Amir Kafshdar Goharshady, Petr Novotný, and Dorde Zikelic. “RevTerm.”https://doi.org/10.1145/3410304__Association for Computing Machinery, 2021.https://doi.org/10.1145/3410304 .

Avni, Guy, Thomas A Henzinger, and Dorde Zikelic. “Bidding Mechanisms in Graph Games,”https://doi.org/10.4230/LIPICS.MFCS.2019.11__Vol. 138. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019.https://doi.org/10.4230/LIPICS.MFCS.2019.11 .