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148 Publications
2024 | Published | Thesis | IST-REx-ID: 18101 | 
Porley Esteves, D. (2024). Structural characterization of spumavirus capsid assemblies. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18101
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2024 | Published | Thesis | IST-REx-ID: 17465 |
Shevchenko, A. (2024). High-dimensional limits in artificial neural networks. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17465
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2024 | Published | Journal Article | IST-REx-ID: 15323 |
Vercellino, I., & Sazanov, L. A. (2024). SCAF1 drives the compositional diversity of mammalian respirasomes. Nature Structural and Molecular Biology. Springer Nature. https://doi.org/10.1038/s41594-024-01255-0
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2024 | Published | Thesis | IST-REx-ID: 18531 |
Mrnjavac, A. (2024). Early stages of sex chromosome evolution. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18531
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2024 | Published | Preprint | IST-REx-ID: 18648 |
Machnik, N. N., Mahmoudi, S. M., Borczyk, M., Krätschmer, I., Bauer, M. J., & Robinson, M. R. (2024). Causal inference for multiple risk factors and diseases from genomics data. bioRxiv. https://doi.org/10.1101/2023.12.06.570392
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2023 | Published | Journal Article | IST-REx-ID: 14240 |
Jeschke, S., & Wojtan, C. (2023). Generalizing shallow water simulations with dispersive surface waves. ACM Transactions on Graphics. Association for Computing Machinery. https://doi.org/10.1145/3592098
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2023 | Published | Conference Abstract | IST-REx-ID: 14748
Chen, Y.-L., Ly, M., & Wojtan, C. (2023). Unified treatment of contact, friction and shock-propagation in rigid body animation. In Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation. Los Angeles, CA, United States: Association for Computing Machinery. https://doi.org/10.1145/3606037.3606836
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2023 | Published | Conference Paper | IST-REx-ID: 17378 |
Frantar, E., Ashkboos, S., Hoefler, T., & Alistarh, D.-A. (2023). OPTQ: Accurate post-training quantization for generative pre-trained transformers. In 11th International Conference on Learning Representations . Kigali, Rwanda: International Conference on Learning Representations.
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2023 | Published | Conference Paper | IST-REx-ID: 14458 |
Frantar, E., & Alistarh, D.-A. (2023). SparseGPT: Massive language models can be accurately pruned in one-shot. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 10323–10337). Honolulu, Hawaii, HI, United States: ML Research Press.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 13053 |
Krumes, A., Vladu, A., Kurtic, E., Lampert, C., & Alistarh, D.-A. (2023). CrAM: A Compression-Aware Minimizer. In 11th International Conference on Learning Representations . Kigali, Rwanda : OpenReview.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 13267 |
Velicky, P., Miguel Villalba, E., Michalska, J. M., Lyudchik, J., Wei, D., Lin, Z., … Danzl, J. G. (2023). Dense 4D nanoscale reconstruction of living brain tissue. Nature Methods. Springer Nature. https://doi.org/10.1038/s41592-023-01936-6
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2023 | Research Data | IST-REx-ID: 12817 |
Danzl, J. G. (2023). Research data for the publication “Dense 4D nanoscale reconstruction of living brain tissue.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:12817
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2023 | Published | Thesis | IST-REx-ID: 13074 |
Krumes, A. (2023). Efficiency and generalization of sparse neural networks. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:13074
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2023 | Published | Journal Article | IST-REx-ID: 12334 |
Fäßler, F., Javoor, M., Datler, J., Döring, H., Hofer, F., Dimchev, G. A., … Schur, F. K. (2023). ArpC5 isoforms regulate Arp2/3 complex–dependent protrusion through differential Ena/VASP positioning. Science Advances. American Association for the Advancement of Science. https://doi.org/10.1126/sciadv.add6495
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2023 | Research Data | IST-REx-ID: 14562 |
Schur, F. K. (2023). Research data of the publication “ArpC5 isoforms regulate Arp2/3 complex-dependent protrusion through differential Ena/VASP positioning.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:14562
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2023 | Published | Journal Article | IST-REx-ID: 14077 |
Puixeu Sala, G., Macon, A., & Vicoso, B. (2023). Sex-specific estimation of cis and trans regulation of gene expression in heads and gonads of Drosophila melanogaster. G3: Genes, Genomes, Genetics. Oxford University Press. https://doi.org/10.1093/g3journal/jkad121
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2023 | Published | Journal Article | IST-REx-ID: 14040 |
Zhao, Z., Vercellino, I., Knoppová, J., Sobotka, R., Murray, J. W., Nixon, P. J., … Komenda, J. (2023). The Ycf48 accessory factor occupies the site of the oxygen-evolving manganese cluster during photosystem II biogenesis. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-023-40388-6
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2023 | Research Data | IST-REx-ID: 13126 |
Danzl, J. G. (2023). Research data for the publication “Imaging brain tissue architecture across millimeter to nanometer scales.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:13126
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2023 | Published | Conference Paper | IST-REx-ID: 14461 |
Markov, I., Vladu, A., Guo, Q., & Alistarh, D.-A. (2023). Quantized distributed training of large models with convergence guarantees. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 24020–24044). Honolulu, Hawaii, HI, United States: ML Research Press.
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| arXiv
2023 | Published | Thesis | IST-REx-ID: 12732 |
Brighi, P. (2023). Ergodicity breaking in disordered and kinetically constrained quantum many-body systems. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12732
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