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6066 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20038 | 
Jin, T., Humayun, A. I., Evci, U., Subramanian, S., Yazdanbakhsh, A., Alistarh, D.-A., & Dziugaite, G. K. (2025). The journey matters: Average parameter count over pre-training unifies sparse and dense scaling laws. In 13th International Conference on Learning Representations (pp. 85165–85181). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20033 |
Emrullah Ildiz, M., Gozeten, H. A., Taga, E. O., Mondelli, M., & Oymak, S. (2025). High-dimensional analysis of knowledge distillation: Weak-to-Strong generalization and scaling laws. In 13th International Conference on Learning Representations (pp. 2967–3006). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20037 |
Sawmya, S., Kong, L., Markov, I., Alistarh, D.-A., & Shavit, N. (2025). Wasserstein distances, neuronal entanglement, and sparsity. In 13th International Conference on Learning Representations (pp. 26244–26274). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20036 |
Pariza, V., Salehi, M., Burghouts, G., Locatello, F., & Asano, Y. M. (2025). Near, far: Patch-ordering enhances vision foundation models’ scene understanding. In 13th International Conference on Learning Representations (pp. 72303–72330). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20032 |
Chen, J., Yao, D., Pervez, A. A., Alistarh, D.-A., & Locatello, F. (2025). Scalable mechanistic neural networks. In 13th International Conference on Learning Representations (pp. 63716–63737). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20055
Lee, S., Balazs, D., Horta, S., Rayaroth Puthiyaveettil, A., & Ibáñez, M. (2025). Reaction precursor-mediated formation of stable supercrystals in colloidal nanocrystal synthesis: PbTe case. In Proceedings of the MATSUS Spring 2025 Conference. Sevilla, Spain: Fundació Scito. https://doi.org/10.29363/nanoge.matsusspring.2025.173
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2025 | Research Data | IST-REx-ID: 19696 |
Tatman, B. (2025). Dataset for “Bumps on the Road: The Way to Clean Relaxation Dispersion in the Solid State.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT-ISTA-19696
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2025 | Published | Conference Paper | IST-REx-ID: 20035 |
Jacot, A., Súkeník, P., Wang, Z., & Mondelli, M. (2025). Wide neural networks trained with weight decay provably exhibit neural collapse. In 13th International Conference on Learning Representations (pp. 1905–1931). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20034 |
Robert, T., Safaryan, M., Modoranu, I.-V., & Alistarh, D.-A. (2025). LDAdam: Adaptive optimization from low-dimensional gradient statistics. In 13th International Conference on Learning Representations (pp. 101877–101913). Singapore, Singapore: ICLR.
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| arXiv
2025 | Published | Journal Article | IST-REx-ID: 18987 |
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Kaiyrzhanov R, Thompson K, Efthymiou S, Mukushev A, Zharylkassyn A, Prasad C, Karimiani EG, Alvi JR, Niyazov D, Alahmad A, Babaei M, Tajsharghi H, Albash B, Alaqeel A, Charif M, Hashemi N, Heidari M, Kalantar SM, Lenaers G, Mehrjardi MYV, Srinivasan VM, Gowda VK, Mirabutalebi SH, Carere DA, Movahedinia M, Murphy D, Mcfarland R, Abdel-Hamid MS, Elhossini RM, Alavi S, Napier M, Belanger-Quintana A, Prasad AN, Jakobczyk J, Roubertie A, Rupar T, Sultan T, Toosi MB, Sazanov LA, Severino M, Houlden H, Taylor RW, Maroofian R. 2025. Biallelic NDUFA13 variants lead to a neurodevelopmental phenotype with gradual neurological impairment. Brain Communications. 7(1), fcae453.
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| PubMed | Europe PMC
2025 | Published | Working Paper | IST-REx-ID: 20146 |
Gredler, P., Kaier, C., Danowski, P., Zoyer, M., Rieck, K., Ferus, A., … Still, L. (2025). Catalogue of criteria for assessing the funding eligibility of Open Science infrastructures. Zenodo. https://doi.org/10.5281/zenodo.15269364
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2025 | Published | Thesis | IST-REx-ID: 20212
Miranda, O. (2025). Unraveling the role of Pten in cortical stem cell lineage progression using MADM. Institute of Science and Technology Austria. https://doi.org/10.15479/AT-ISTA-20212
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2025 | Published | Journal Article | IST-REx-ID: 20183 |
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Segos, I., Van Eeckhoven, J., Berger, S., Mishra, N., Lambie, E. J., & Conradt, B. (2025). Unequal segregation of mitochondria during asymmetric cell division contributes to cell fate divergence in sister cells in vivo. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-025-62484-5
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| PubMed | Europe PMC
2025 | Published | Journal Article | IST-REx-ID: 19795 |
Vorlaufer, J., Semenov, N., Kreuzinger, C., Javoor, M., Zens, B., Agudelo Duenas, N., … Danzl, J. G. (2025). Image-based 3D active sample stabilization on the nanometer scale for optical microscopy. Biophysical Reports. Elsevier. https://doi.org/10.1016/j.bpr.2025.100211
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2025 | Published | Thesis | IST-REx-ID: 20206 |
Vorlaufer, J. (2025). Construction of a cryo-super-resolution microscope to guide in situ structure analysis. Institute of Science and Technology Austria. https://doi.org/10.15479/AT-ISTA-20206
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2025 | Published | Journal Article | IST-REx-ID: 20254 |
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Brewster, D. A., Svoboda, J., Roscow, D., Chatterjee, K., Tkadlec, J., & Nowak, M. A. (2025). Maintaining diversity in structured populations. Pnas Nexus. Oxford University Press. https://doi.org/10.1093/pnasnexus/pgaf252
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| arXiv
2025 | Epub ahead of print | Journal Article | IST-REx-ID: 20260 |
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Chambers, E. W., Fillmore, C. D., Stephenson, E. R., & Wintraecken, M. (2025). Burning or collapsing the medial axis is unstable. La Matematica. Springer Nature. https://doi.org/10.1007/s44007-025-00170-0
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2025 | Published | Conference Paper | IST-REx-ID: 20256 |
Henzinger, T. A., Kresse, F., Mallik, K., Yu, E., & Zikelic, D. (2025). Predictive monitoring of black-box dynamical systems. In 7th Annual Learning for Dynamics & Control Conference (Vol. 283, pp. 804–816). Ann Arbor, MI, United States: ML Research Press.
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| arXiv
2025 | Published | Journal Article | IST-REx-ID: 8616 |
Gao X, Li J-L, Chen X, Ci B, Chen F, Lu N, Shen B, Zheng L, Jia J-M, Yi Y, Zhang S, Shi Y-C, Shi K, Propson NE, Huang Y, Poinsatte K, Zhang Z, Yue Y, Bosco DB, Lu Y, Yang S, Adams RH, Lindner V, Huang F, Wu L-J, Zheng H, Han F, Hippenmeyer S, Stowe AM, Peng B, Margeta M, Wang X, Liu Q, Körbelin J, Trepel M, Lu H, Zhou BO, Zhao H, Su W, Bachoo RM, Ge W. 2025. Reduction of neuronal activity mediated by blood-vessel regression in the brain. Nature Communications. 16, 5840.
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| WoS
2025 | Published | Thesis | IST-REx-ID: 19395 |
Monzer, A. (2025). Cell-Surface Auxin Signaling: Linking molecular pathways to plant development. Institute of Science and Technology Austria. https://doi.org/10.15479/AT-ISTA-19395
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