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10718 Publications
2024 | Published | Thesis | IST-REx-ID: 17485 | 
Frantar E. 2024. Compressing large neural networks : Algorithms, systems and scaling laws. Institute of Science and Technology Austria.
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2024 | Published | Conference Paper | IST-REx-ID: 18061 |
Frantar E, Alistarh D-A. 2024. QMoE: Sub-1-bit compression of trillion parameter models. Proceedings of Machine Learning and Systems. MLSys: Machine Learning and Systems vol. 6.
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2024 | Published | Conference Paper | IST-REx-ID: 18062 |
Frantar E, Ruiz CR, Houlsby N, Alistarh D-A, Evci U. 2024. Scaling laws for sparsely-connected foundation models. The Twelfth International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 13974 |
Fulek R, Gärtner B, Kupavskii A, Valtr P, Wagner U. 2024. The crossing Tverberg theorem. Discrete and Computational Geometry. 72, 831–848.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18159 |
Akshay S, Chatterjee K, Meggendorfer T, Zikelic D. 2024. Certified policy verification and synthesis for MDPs under distributional reach-avoidance properties. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. IJCAI: International Joint Conference on Artificial Intelligence, 3–12.
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2024 | Published | Conference Paper | IST-REx-ID: 18160 |
Chatterjee K, Goharshady E, Karrabi M, Novotný P, Zikelic D. 2024. Solving long-run average reward robust MDPs via stochastic games. 33rd International Joint Conference on Artificial Intelligence. IJCAI: International Joint Conference on Artificial Intelligence, 6707–6715.
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2024 | Published | Conference Paper | IST-REx-ID: 17328 |
Chatterjee K, Ebrahimzadeh A, Karrabi M, Pietrzak KZ, Yeo MX, Zikelic D. 2024. Fully automated selfish mining analysis in efficient proof systems blockchains. Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing. PODC: Symposium on Principles of Distributed Computing, 268–278.
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2024 | Published | Conference Paper | IST-REx-ID: 17329 |
Alistarh D-A, Chatterjee K, Karrabi M, Lazarsfeld JM. 2024. Game dynamics and equilibrium computation in the population protocol model. Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing. PODC: Symposium on Principles of Distributed Computing, 40–49.
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2024 | Published | Journal Article | IST-REx-ID: 17162 |
Chatterjee K, Goharshady AK, Meggendorfer T, Zikelic D. 2024. Quantitative bounds on resource usage of probabilistic programs. Proceedings of the ACM on Programming Languages. 8(OOPSLA1), 107.
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2024 | Published | Journal Article | IST-REx-ID: 17283 |
Chatterjee K, Goharshady E, Novotný P, Zikelic D. 2024. Equivalence and similarity refutation for probabilistic programs. Proceedings of the ACM on Programming Languages. 8, 232.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14820 |
Schmid S, Svoboda J, Yeo MX. 2024. Weighted packet selection for rechargeable links in cryptocurrency networks: Complexity and approximation. Theoretical Computer Science. 989, 114353.
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2024 | Published | Conference Paper | IST-REx-ID: 15006 |
Hirvonen, Juho, On the convergence time in graphical games: A locality-sensitive approach. 27th International Conference on Principles of Distributed Systems 286. 2024
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2024 | Published | Conference Paper | IST-REx-ID: 18155 |
Chatterjee K, Goharshady AK, Goharshady E, Karrabi M, Zikelic D. 2024. Sound and complete witnesses for template-based verification of LTL properties on polynomial programs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). FM: Formal Methods, LNCS, vol. 14933, 600–619.
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2024 | Published | Conference Paper | IST-REx-ID: 17099 |
Asadi, Ali, Concurrent stochastic games with stateful-discounted and parity objectives: Complexity and algorithms. 44th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science 323. 2024
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2024 | Published | Journal Article | IST-REx-ID: 18630 |
Chatterjee K, Doyen L. 2024. Stochastic processes with expected stopping time. Logical Methods in Computer Science. 20(4), 11:1-11:34.
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2024 | Published | Conference Paper | IST-REx-ID: 17098 |
Asadi, Ali, Deterministic sub-exponential algorithm for discounted-sum games with unary weights. 39th Annual ACM/IEEE Symposium on Logic in Computer Science. 2024
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2024 | Published | Journal Article | IST-REx-ID: 17474 |
Baier C, Chatterjee K, Meggendorfer T, Piribauer J. 2024. Entropic risk for turn-based stochastic games. Information and Computation. 301, 105214.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18066 |
Avni G, Goharshady EK, Henzinger TA, Mallik K. 2024. Bidding games with charging. 35th International Conference on Concurrency Theory. CONCUR: Conference on Concurrency Theory, LIPIcs, vol. 311, 8.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 12738 |
Chatterjee K, Katoen JP, Mohr S, Weininger M, Winkler T. 2024. Stochastic games with lexicographic objectives. Formal Methods in System Design. 63, 40–80.
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