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6713 Publications
2025 |
Published |
Conference Paper |
IST-REx-ID: 22824 |
Fast rate bounds for multi-task and meta-learning with different sample sizes
H. Zakerinia, C. Lampert, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 9062–9093.
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H. Zakerinia, C. Lampert, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 9062–9093.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22830 |
AutoJudge: Judge decoding without manual annotation
R. Garipov, F. Velikonivtsev, I. Ermakov, R. Svirschevski, V. Egiazarian, M. Ryabinin, in:, 39th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 104904–104941.
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R. Garipov, F. Velikonivtsev, I. Ermakov, R. Svirschevski, V. Egiazarian, M. Ryabinin, in:, 39th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 104904–104941.
2025 |
Published |
Journal Article |
IST-REx-ID: 19595 |
How local is “local”? Deep learning reveals locality of the induced magnetic field of polycyclic aromatic hydrocarbons
Y. Davidson, A. Philipp, S. Chakraborty, A.M. Bronstein, R. Gershoni-Poranne, Journal of Chemical Physics 162 (2025).
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Y. Davidson, A. Philipp, S. Chakraborty, A.M. Bronstein, R. Gershoni-Poranne, Journal of Chemical Physics 162 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 17468 |
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Marcus kinetics control singlet and triplet oxygen evolving from superoxide
S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, Nature 646 (2025) 601–605.
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S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, Nature 646 (2025) 601–605.
2025 |
Published |
Conference Paper |
IST-REx-ID: 19743 |
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.
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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.
2025 |
Published |
Conference Paper |
IST-REx-ID: 19740 |
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.
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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.
2025 |
Published |
Conference Paper |
IST-REx-ID: 19744 |
Refuting equivalence in probabilistic programs with conditioning
K. Chatterjee, E. Goharshady, P. Novotný, D. Zikelic, in:, 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature, 2025, pp. 279–300.
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K. Chatterjee, E. Goharshady, P. Novotný, D. Zikelic, in:, 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature, 2025, pp. 279–300.
2025 |
Published |
Conference Paper |
IST-REx-ID: 19667 |
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.
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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.
2025 |
Published |
Conference Paper |
IST-REx-ID: 19669 |
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.
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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.
2025 |
Research Data Reference |
IST-REx-ID: 19771 |
Artifact: Fixed point certificates for reachability and expected rewards in MDPs
K. Chatterjee, T. Quatmann, M. Schäffeler, M. Weininger, T. Winkler, D. Zilken, (2025).
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K. Chatterjee, T. Quatmann, M. Schäffeler, M. Weininger, T. Winkler, D. Zilken, (2025).
2025 |
Published |
Thesis | PhD |
IST-REx-ID: 19903 |
Reciprocity and inequality in social dilemmas
V. Hübner, Reciprocity and Inequality in Social Dilemmas, Institute of Science and Technology Austria, 2025.
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V. Hübner, Reciprocity and Inequality in Social Dilemmas, Institute of Science and Technology Austria, 2025.
2025 |
Published |
Journal Article |
IST-REx-ID: 20099 |
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Cell-specific wiring routes information flow through hippocampal CA3
J. Watson, V.M. Vargas Barroso, P.M. Jonas, Cell Reports 44 (2025).
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J. Watson, V.M. Vargas Barroso, P.M. Jonas, Cell Reports 44 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 19843 |
Stable strategies of direct and indirect reciprocity across all social dilemmas
V. Hübner, L. Schmid, C. Hilbe, K. Chatterjee, PNAS Nexus 4 (2025).
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V. Hübner, L. Schmid, C. Hilbe, K. Chatterjee, PNAS Nexus 4 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 19074 |
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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.
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V. Hübner, C. Hilbe, M. Staab, M. Kleshnina, K. Chatterjee, Dynamic Games and Applications 15 (2025) 1617–1645.
2025 |
Published |
Thesis | PhD |
IST-REx-ID: 20138 |
Structural properties of games on graphs
J. Svoboda, Structural Properties of Games on Graphs, Institute of Science and Technology Austria, 2025.
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J. Svoboda, Structural Properties of Games on Graphs, Institute of Science and Technology Austria, 2025.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20299 |
Lower bound on Howard policy iteration for deterministic Markov Decision Processes
A. Asadi, K. Chatterjee, J. De Raaij, in:, The 41st Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2025, pp. 223–232.
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A. Asadi, K. Chatterjee, J. De Raaij, in:, The 41st Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2025, pp. 223–232.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20297 |
Limit-sure reachability for small memory policies in POMDPs is NP-complete
A. Asadi, K. Chatterjee, R.J. Saona Urmeneta, A. Shafiee, in:, The 41st Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2025, pp. 238–247.
[Published Version]
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A. Asadi, K. Chatterjee, R.J. Saona Urmeneta, A. Shafiee, in:, The 41st Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2025, pp. 238–247.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20296 |
Logic gate neural networks are good for verification
F. Kresse, E. Yu, C. Lampert, T.A. Henzinger, in:, 2nd International Conferenceon Neuro-Symbolic Systems, ML Research Press, 2025.
[Published Version]
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F. Kresse, E. Yu, C. Lampert, T.A. Henzinger, in:, 2nd International Conferenceon Neuro-Symbolic Systems, ML Research Press, 2025.
2025 |
Published |
Journal Article |
IST-REx-ID: 19508 |
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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.
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L. Attia, L. Lichev, D. Mitsche, R.J. Saona Urmeneta, B. Ziliotto, Dynamic Games and Applications 15 (2025) 1517–1535.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20302 |
Revisiting LocalSGD and SCAFFOLD: Improved rates and missing analysis
R. Luo, S.U. Stich, S. Horváth, M. Takáč, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 2539–2547.
[Preprint]
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R. Luo, S.U. Stich, S. Horváth, M. Takáč, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 2539–2547.