Formal Methods for Stochastic Models: Algorithms and Applications

Project Period: 2021-01-01 – 2025-12-31
Funder: European Research Council
Acronym
ForM-SMArt
Principal Investigator
Department(s)
Grant Number
863818
Grant DOI
Funder
European Research Council
Funder Schema
H2020-ERC-CoG
Funder Registry

109 Publications

2026 | Published | Journal Article | IST-REx-ID: 22102 | OA | PlanS
SuperDP: Differential privacy refutation via supermartingales
K. Chatterjee, E. Goharshady, D. Zikelic, Proceedings of the ACM on Programming Languages 10 (2026).
[Published Version] View | Files available | DOI | arXiv
 
2026 | Published | Conference Paper | IST-REx-ID: 21717 | OA
Qualitative analysis of ω-regular objectives on robust MDPs
A. Asadi, K. Chatterjee, E. Goharshady, M. Karrabi, A. Shafiee, in:, Proceedings of the 40th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2026, pp. 36137–36145.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2026 | Published | Conference Paper | IST-REx-ID: 21722
Revealing POMDPs: Qualitative and quantitative analysis for parity objectives
A. Asadi, K. Chatterjee, D. Lurie, R.J. Saona Urmeneta, in:, Proceedings of the AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2026, pp. 36146–36154.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2026 | Published | Journal Article | IST-REx-ID: 22101 | OA
The effect of the fitness gradient on fixation probability
J. Svoboda, H. Nemati, J. Tkadlec, K. Kaveh, K. Chatterjee, Nature Communications 17 (2026).
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 
2025 | Published | Journal Article | IST-REx-ID: 20857 | OA
Promoters of cooperation in evolutionary games
J. Svoboda, K. Chatterjee, Proceedings of the National Academy of Sciences 122 (2025) e2524109122.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 
2025 | Published | Conference Paper | IST-REx-ID: 21268 | OA
The value problem for multiple-environment MDPs with parity objective
K. Chatterjee, L. Doyen, J.-F. Raskin, O. Sankur, in:, 52nd International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
[Published Version] View | Files available | DOI | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 21320 | OA
IID prophet inequality with random horizon: Going beyond increasing hazard rates
G. Giambartolomei, F. Mallmann-Trenn, R.J. Saona Urmeneta, in:, 52nd International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
[Published Version] View | Files available | DOI | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 21412 | OA
Boosting payment channel network liquidity with topology optimization and transaction selection
K. Chatterjee, J.M. Křišťan, S. Schmid, J. Svoboda, M.X. Yeo, in:, 39th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | arXiv
 
2025 | Published | Journal Article | IST-REx-ID: 21413 | OA | PlanS
Learning algorithms for verification of Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, T. Meggendorfer, D. Parker, M. Ujma, TheoretiCS 4 (2025).
[Published Version] View | Files available | DOI | arXiv
 
2025 | Published | Journal Article | IST-REx-ID: 17037
Marginal values of a stochastic game
L. Attia, M. Oliu-Barton, R.J. Saona Urmeneta, Mathematics of Operations Research 50 (2025) 482–505.
View | Files available | DOI | WoS
 
2025 | Published | Journal Article | IST-REx-ID: 19074 | OA | PlanS
Time-dependent strategies in repeated asymmetric public goods games
V. Hübner, C. Hilbe, M. Staab, M. Kleshnina, K. Chatterjee, Dynamic Games and Applications 15 (2025) 1617–1645.
[Published Version] View | Files available | DOI | WoS
 
2025 | Published | Conference Paper | IST-REx-ID: 19445 | OA
Reconfiguration using generalized token jumping
J.M. Křišťan, J. Svoboda, in:, 19th International Conference and Workshops on Algorithms and Computation, Springer Nature, 2025, pp. 244–265.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2025 | Published | Journal Article | IST-REx-ID: 19499 | OA
Hardware-optimal quantum algorithms
S. Muroya Lei, K. Chatterjee, T.A. Henzinger, Proceedings of the National Academy of Sciences 122 (2025).
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2025 | Published | Journal Article | IST-REx-ID: 19508 | OA | PlanS
Random zero-sum dynamic games on infinite directed graphs
L. Attia, L. Lichev, D. Mitsche, R.J. Saona Urmeneta, B. Ziliotto, Dynamic Games and Applications 15 (2025) 1517–1535.
[Published Version] View | Files available | DOI | WoS
 
2025 | Published | Conference Paper | IST-REx-ID: 19600 | OA
Route discovery in private payment channel networks
Z. Avarikioti, M. Bastankhah, M.A. Maddah-Ali, K.Z. Pietrzak, J. Svoboda, M.X. Yeo, in:, Computer Security. ESORICS 2024 International Workshops, Springer Nature, 2025, pp. 207–223.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
2025 | Published | Conference Paper | IST-REx-ID: 19666 | OA
Solving robust Markov decision processes: Generic, reliable, efficient
T. Meggendorfer, M. Weininger, P. Wienhöft, in:, Proceedings of the 39th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2025, pp. 26631–26641.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 19667 | OA
Quantified linear and polynomial arithmetic satisfiability via template-based skolemization
K. Chatterjee, E. Goharshady, M. Karrabi, H.J. Motwani, M. Seeliger, D. Zikelic, in:, Proceedings of the 39th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2025, pp. 11158–11166.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 19669 | OA
Linear equations with min and max operators: Computational complexity
K. Chatterjee, R. Luo, R.J. Saona Urmeneta, J. Svoboda, in:, Proceedings of the 39th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2025, pp. 11150–11157.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 19740 | OA
Value iteration with guessing for Markov chains and Markov decision processes
K. Chatterjee, M. Jafariraviz, R.J. Saona Urmeneta, J. Svoboda, in:, 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature, 2025, pp. 217–236.
[Published Version] View | Files available | DOI | arXiv
 
2025 | Published | Conference Paper | IST-REx-ID: 19743 | OA
Fixed point certificates for reachability and expected rewards in MDPs
K. Chatterjee, T. Quatmann, M. Schäffeler, M. Weininger, T. Winkler, D. Zilken, in:, 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature, 2025, pp. 130–151.
[Published Version] View | Files available | DOI | arXiv
 

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