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5915 Publications
2024 | Published | Thesis | IST-REx-ID: 17485 | 
Frantar, Elias. Compressing Large Neural Networks : Algorithms, Systems and Scaling Laws. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17485.
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2024 | Published | Conference Paper | IST-REx-ID: 18061 |
Frantar, Elias, and Dan-Adrian Alistarh. “QMoE: Sub-1-Bit Compression of Trillion Parameter Models.” Proceedings of Machine Learning and Systems, edited by P. Gibbons et al., vol. 6, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18062 |
Frantar, Elias, et al. “Scaling Laws for Sparsely-Connected Foundation Models.” The Twelfth International Conference on Learning Representations, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 13974 |
Fulek, Radoslav, et al. “The Crossing Tverberg Theorem.” Discrete and Computational Geometry, vol. 72, Springer Nature, 2024, pp. 831–48, doi:10.1007/s00454-023-00532-x.
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2024 | Published | Conference Paper | IST-REx-ID: 18159 |
Akshay, S., et al. “Certified Policy Verification and Synthesis for MDPs under Distributional Reach-Avoidance Properties.” Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 3–12, doi:10.24963/ijcai.2024/1.
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2024 | Published | Conference Paper | IST-REx-ID: 18160 |
Chatterjee, Krishnendu, et al. “Solving Long-Run Average Reward Robust MDPs via Stochastic Games.” 33rd International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 6707–15, doi:10.24963/ijcai.2024/741.
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2024 | Published | Conference Paper | IST-REx-ID: 17328 |
Chatterjee, Krishnendu, et al. “Fully Automated Selfish Mining Analysis in Efficient Proof Systems Blockchains.” Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 268–78, doi:10.1145/3662158.3662769.
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2024 | Published | Conference Paper | IST-REx-ID: 17329 |
Alistarh, Dan-Adrian, et al. “Game Dynamics and Equilibrium Computation in the Population Protocol Model.” Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 40–49, doi:10.1145/3662158.3662768.
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2024 | Published | Journal Article | IST-REx-ID: 17162 |
Chatterjee, Krishnendu, et al. “Quantitative Bounds on Resource Usage of Probabilistic Programs.” Proceedings of the ACM on Programming Languages, vol. 8, no. OOPSLA1, 107, Association for Computing Machinery, 2024, doi:10.1145/3649824.
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2024 | Published | Journal Article | IST-REx-ID: 17283 |
Chatterjee, Krishnendu, et al. “Equivalence and Similarity Refutation for Probabilistic Programs.” Proceedings of the ACM on Programming Languages, vol. 8, 232, Association for Computing Machinery, 2024, doi:10.1145/3656462.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14820 |
Schmid, Stefan, et al. “Weighted Packet Selection for Rechargeable Links in Cryptocurrency Networks: Complexity and Approximation.” Theoretical Computer Science, vol. 989, 114353, Elsevier, 2024, doi:10.1016/j.tcs.2023.114353.
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2024 | Published | Conference Paper | IST-REx-ID: 18155 |
Chatterjee, Krishnendu, et al. “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), vol. 14933, Springer Nature, 2024, pp. 600–19, doi:10.1007/978-3-031-71162-6_31.
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| arXiv
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18266
Chatterjee, Krishnendu, et al. “Value-Positivity for Matrix Games.” Mathematics of Operations Research, Institute for Operations Research and the Management Sciences, 2024, doi:10.1287/moor.2022.0332.
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2024 | Published | Conference Paper | IST-REx-ID: 18066 |
Avni, Guy, et al. “Bidding Games with Charging.” 35th International Conference on Concurrency Theory, vol. 311, 8, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.CONCUR.2024.8.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 12738 |
Chatterjee, Krishnendu, et al. “Stochastic Games with Lexicographic Objectives.” Formal Methods in System Design, vol. 63, Springer Nature, 2024, pp. 40–80, doi:10.1007/s10703-023-00411-4.
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2024 | Published | Journal Article | IST-REx-ID: 15339 |
González, Miguel, and Tamás Hausel. “Hitchin Map on Even Very Stable Upward Flows.” International Journal of Mathematics, vol. 35, no. 09, 2441009, World Scientific Publishing, 2024, doi:10.1142/S0129167X2441009X.
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2024 | Published | Journal Article | IST-REx-ID: 18900 |
Wirth, Melchior. “Modular Completely Dirichlet Forms as Squares of Derivations.” International Mathematics Research Notices, vol. 2024, no. 14, Oxford University Press, 2024, pp. 10597–614, doi:10.1093/imrn/rnae092.
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2024 | Published | Conference Paper | IST-REx-ID: 18925
Ceylan, Esra, et al. “Congestion-Free Rerouting of Network Flows: Hardness and an FPT Algorithm.” NOMS 2024-2024 IEEE Network Operations and Management Symposium, IEEE, 2024, doi:10.1109/noms59830.2024.10575579.
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2024 | Published | Journal Article | IST-REx-ID: 15357 |
Liu, Yu, et al. “Enhancing Thermoelectric Performance of SolutionpProcessed Polycrystalline SnSe with PbSe Nanocrystals.” Chemical Engineering Journal, vol. 490, 151405, Elsevier, 2024, doi:10.1016/j.cej.2024.151405.
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2024 | Published | Journal Article | IST-REx-ID: 14734
Wan, Shanhong, et al. “Band Engineering through Pb-Doping of Nanocrystal Building Blocks to Enhance Thermoelectric Performance in Cu3SbSe4.” Small Methods, vol. 8, no. 8, 2301377, Wiley, 2024, doi:10.1002/smtd.202301377.
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