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6951 Publications

2025 | Published | Conference Paper | IST-REx-ID: 22824 |

H. Zakerinia and C. Lampert, “Fast rate bounds for multi-task and meta-learning with different sample sizes,” in 39th Conference on Neural Information Processing Systems, San Diego, CA, United States, 2025, vol. 38, pp. 9062–9093.

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2025 | Published | Conference Paper | IST-REx-ID: 22830 |

R. Garipov, F. Velikonivtsev, I. Ermakov, R. Svirschevski, V. Egiazarian, and M. Ryabinin, “AutoJudge: Judge decoding without manual annotation,” in 39th Annual Conference on Neural Information Processing Systems, San Diego, CA, United States, 2025, vol. 38, pp. 104904–104941.

[Published Version] View | DOI | Download Published Version (ext.) | arXiv

2025 | Published | Journal Article | IST-REx-ID: 19595 |

Y. Davidson, A. Philipp, S. Chakraborty, A. M. Bronstein, and R. Gershoni-Poranne, “How local is ‘local’? Deep learning reveals locality of the induced magnetic field of polycyclic aromatic hydrocarbons,” Journal of Chemical Physics, vol. 162, no. 14. AIP Publishing, 2025.

S. Mondal, H. T. K. Nguyen, R. Hauschild, and S. A. Freunberger, “Marcus kinetics control singlet and triplet oxygen evolving from superoxide,” Nature, vol. 646, no. 8085. Springer Nature, pp. 601–605, 2025.

2025 | Published | Conference Paper | IST-REx-ID: 19743 |

K. Chatterjee, T. Quatmann, M. Schäffeler, M. Weininger, T. Winkler, and D. Zilken, “Fixed point certificates for reachability and expected rewards in MDPs,” in 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Hamilton, ON, Canada, 2025, vol. 15697, pp. 130–151.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 19740 |

K. Chatterjee, M. Jafariraviz, R. J. Saona Urmeneta, and J. Svoboda, “Value iteration with guessing for Markov chains and Markov decision processes,” in 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Hamilton, ON, Canada, 2025, vol. 15697, pp. 217–236.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 19744 |

K. Chatterjee, E. Goharshady, P. Novotný, and D. Zikelic, “Refuting equivalence in probabilistic programs with conditioning,” in 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Hamilton, ON, Canada, 2025, vol. 15697, pp. 279–300.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 19667 |

K. Chatterjee, E. Goharshady, M. Karrabi, H. J. Motwani, M. Seeliger, and D. Zikelic, “Quantified linear and polynomial arithmetic satisfiability via template-based skolemization,” in Proceedings of the 39th AAAI Conference on Artificial Intelligence, Philadelphia, PA, United States, 2025, vol. 39, no. 11, pp. 11158–11166.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 19669 |

K. Chatterjee, R. Luo, R. J. Saona Urmeneta, and J. Svoboda, “Linear equations with min and max operators: Computational complexity,” in Proceedings of the 39th AAAI Conference on Artificial Intelligence, Philadelphia, PA, United States, 2025, vol. 39, no. 11, pp. 11150–11157.

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2025 | Research Data Reference | IST-REx-ID: 19771 |

K. Chatterjee, T. Quatmann, M. Schäffeler, M. Weininger, T. Winkler, and D. Zilken, “Artifact: Fixed point certificates for reachability and expected rewards in MDPs.” Zenodo, 2025.

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2025 | Published | Journal Article | IST-REx-ID: 19843 |

V. Hübner, L. Schmid, C. Hilbe, and K. Chatterjee, “Stable strategies of direct and indirect reciprocity across all social dilemmas,” PNAS Nexus, vol. 4, no. 5. Oxford University Press, 2025.

[Published Version] View | Files available | DOI | PubMed | Europe PMC

V. Hübner, C. Hilbe, M. Staab, M. Kleshnina, and K. Chatterjee, “Time-dependent strategies in repeated asymmetric public goods games,” Dynamic Games and Applications, vol. 15. Springer Nature, pp. 1617–1645, 2025.

[Published Version] View | Files available | DOI | WoS

2025 | Published | Conference Paper | IST-REx-ID: 20299 |

A. Asadi, K. Chatterjee, and J. De Raaij, “Lower bound on Howard policy iteration for deterministic Markov Decision Processes,” in The 41st Conference on Uncertainty in Artificial Intelligence, Rio de Janeiro, Brazil, 2025, vol. 286, pp. 223–232.

[Published Version] View | Files available | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 20297 |

A. Asadi, K. Chatterjee, R. J. Saona Urmeneta, and A. Shafiee, “Limit-sure reachability for small memory policies in POMDPs is NP-complete,” in The 41st Conference on Uncertainty in Artificial Intelligence, Rio de Janeiro, Brazil, 2025, vol. 286, pp. 238–247.

[Published Version] View | Files available | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 20296 |

F. Kresse, E. Yu, C. Lampert, and T. A. Henzinger, “Logic gate neural networks are good for verification,” in 2nd International Conferenceon Neuro-Symbolic Systems, Philadephia, PA, United States, 2025, vol. 288.

[Published Version] View | Files available | arXiv

L. Attia, L. Lichev, D. Mitsche, R. J. Saona Urmeneta, and B. Ziliotto, “Random zero-sum dynamic games on infinite directed graphs,” Dynamic Games and Applications, vol. 15. Springer Nature, pp. 1517–1535, 2025.

[Published Version] View | Files available | DOI | WoS

2025 | Published | Conference Paper | IST-REx-ID: 20302 |

R. Luo, S. U. Stich, S. Horváth, and M. Takáč, “Revisiting LocalSGD and SCAFFOLD: Improved rates and missing analysis,” in The 28th International Conference on Artificial Intelligence and Statistics, Mai Khao, Thailand, 2025, vol. 258, pp. 2539–2547.

[Preprint] View | Download Preprint (ext.) | arXiv

E. Petrova, M. Ljubotina, G. Yalniz, and M. Serbyn, “Finding periodic orbits in projected quantum many-body dynamics,” PRX Quantum, vol. 6, no. 4. American Physical Society, 2025.

[Published Version] View | Files available | DOI | WoS | arXiv

P. Brighi, M. Ljubotina, F. Roccati, and F. Balducci, “Finite steady-state current defies non-Hermitian many-body localization,” Physical Review Research, vol. 7, no. 4. American Physical Society, 2025.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 20648 |

K. Chatterjee et al., “PolyQEnt: A polynomial quantified entailment solver,” in 23rd International Symposium on Automated Technology for Verification and Analysis, Bengaluru, India, 2025, vol. 16145, pp. 411–424.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

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