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10572 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14460 | 
M. Nikdan, T. Pegolotti, E. B. Iofinova, E. Kurtic, and D.-A. Alistarh, “SparseProp: Efficient sparse backpropagation for faster training of neural networks at the edge,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 26215–26227.
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2023 | Published | Conference Paper | IST-REx-ID: 17378 |
E. Frantar, S. Ashkboos, T. Hoefler, and D.-A. Alistarh, “OPTQ: Accurate post-training quantization for generative pre-trained transformers,” in 11th International Conference on Learning Representations , Kigali, Rwanda, 2023.
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2023 | Published | Conference Paper | IST-REx-ID: 14458 |
E. Frantar and D.-A. Alistarh, “SparseGPT: Massive language models can be accurately pruned in one-shot,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 10323–10337.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14461 |
I. Markov, A. Vladu, Q. Guo, and D.-A. Alistarh, “Quantized distributed training of large models with convergence guarantees,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 24020–24044.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14364 |
D.-A. Alistarh, J. Aspnes, F. Ellen, R. Gelashvili, and L. Zhu, “Why extension-based proofs fail,” SIAM Journal on Computing, vol. 52, no. 4. Society for Industrial and Applied Mathematics, pp. 913–944, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 12566 |
D.-A. Alistarh, F. Ellen, and J. Rybicki, “Wait-free approximate agreement on graphs,” Theoretical Computer Science, vol. 948, no. 2. Elsevier, 2023.
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2023 | Published | Journal Article | IST-REx-ID: 12696 |
S. Metzler, J. Kirchner, A. V. Grasse, and S. Cremer, “Trade-offs between immunity and competitive ability in fighting ant males,” BMC Ecology and Evolution, vol. 23. Springer Nature, 2023.
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2023 | Research Data | IST-REx-ID: 12693 |
S. Cremer, “Source data for Metzler et al, 2023: Trade-offs between immunity and competitive ability in fighting ant males .” Institute of Science and Technology Austria, 2023.
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2023 | Published | Conference Paper | IST-REx-ID: 14318 |
Y. Sun, H. Fu, K. Chatterjee, and A. K. Goharshady, “Automated tail bound analysis for probabilistic recurrence relations,” in Computer Aided Verification, Paris, France, 2023, vol. 13966, pp. 16–39.
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2023 | Submitted | Preprint | IST-REx-ID: 17100 |
G. Giambartolomei, F. M.-T. Frederik Mallmann-Trenn, and R. J. Saona Urmeneta, “Prophet inequalities: Separating random order from order selection,” arXiv. .
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 12787 |
J. Svoboda, J. Tkadlec, K. Kaveh, and K. Chatterjee, “Coexistence times in the Moran process with environmental heterogeneity,” Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 479, no. 2271. The Royal Society, 2023.
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2023 | Published | Journal Article | IST-REx-ID: 14657 |
J. Tkadlec, K. Kaveh, K. Chatterjee, and M. A. Nowak, “Evolutionary dynamics of mutants that modify population structure,” Journal of the Royal Society, Interface, vol. 20, no. 208. The Royal Society, 2023.
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2023 | Published | Conference Paper | IST-REx-ID: 14736
M. Bastankhah, K. Chatterjee, M. A. Maddah-Ali, S. Schmid, J. Svoboda, and M. X. Yeo, “R2: Boosting liquidity in payment channel networks with online admission control,” in 27th International Conference on Financial Cryptography and Data Security, Bol, Brac, Croatia, 2023, vol. 13950, pp. 309–325.
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2023 | Published | Conference Paper | IST-REx-ID: 12676 |
K. Chatterjee, T. Meggendorfer, R. J. Saona Urmeneta, and J. Svoboda, “Faster algorithm for turn-based stochastic games with bounded treewidth,” in Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms, Florence, Italy, 2023, pp. 4590–4605.
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2023 | Published | Conference Paper | IST-REx-ID: 14417 |
Baier, Christel, Entropic risk for turn-based stochastic games. 48th International Symposium on Mathematical Foundations of Computer Science 272. 2023
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 15023 |
D. Zikelic, M. Lechner, A. Verma, K. Chatterjee, and T. A. Henzinger, “Compositional policy learning in stochastic control systems with formal guarantees,” in 37th Conference on Neural Information Processing Systems, New Orleans, LO, United States, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 12861 |
L. Schmid, F. Ekbatani, C. Hilbe, and K. Chatterjee, “Quantitative assessment can stabilize indirect reciprocity under imperfect information,” Nature Communications, vol. 14. Springer Nature, 2023.
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2023 | Published | Journal Article | IST-REx-ID: 13214 |
R. Abualia, S. Riegler, and E. Benková, “Nitrate, auxin and cytokinin - a trio to tango,” Cells, vol. 12, no. 12. MDPI, 2023.
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2023 | Published | Journal Article | IST-REx-ID: 14434
R. He et al., “A 3d‐4d‐5d high entropy alloy as a bifunctional oxygen catalyst for robust aqueous zinc–air batteries,” Advanced Materials, vol. 35, no. 46. Wiley, 2023.
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