The journey matters: Average parameter count over pre-training unifies sparse and dense scaling laws
T. Jin, A.I. Humayun, U. Evci, S. Subramanian, A. Yazdanbakhsh, D.-A. Alistarh, G.K. Dziugaite, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 85165–85181.

High-dimensional analysis of knowledge distillation: Weak-to-Strong generalization and scaling laws
M. Emrullah Ildiz, H.A. Gozeten, E.O. Taga, M. Mondelli, S. Oymak, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 2967–3006.

Wasserstein distances, neuronal entanglement, and sparsity
S. Sawmya, L. Kong, I. Markov, D.-A. Alistarh, N. Shavit, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 26244–26274.

Near, far: Patch-ordering enhances vision foundation models' scene understanding
V. Pariza, M. Salehi, G. Burghouts, F. Locatello, Y.M. Asano, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 72303–72330.

Scalable mechanistic neural networks
J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.

Reaction precursor-mediated formation of stable supercrystals in colloidal nanocrystal synthesis: PbTe case
S. Lee, D. Balazs, S. Horta, A. Rayaroth Puthiyaveettil, M. Ibáñez, in:, Proceedings of the MATSUS Spring 2025 Conference, Fundació Scito, 2025.

Dataset for "Bumps on the Road: The Way to Clean Relaxation Dispersion in the Solid State"
B. Tatman, (2025).

Wide neural networks trained with weight decay provably exhibit neural collapse
A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.

LDAdam: Adaptive optimization from low-dimensional gradient statistics
T. Robert, M. Safaryan, I.-V. Modoranu, D.-A. Alistarh, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 101877–101913.

Biallelic NDUF variants lead to a neurodevelopmental phenotype with gradual neurological impairment
R. Kaiyrzhanov, K. Thompson, S. Efthymiou, A. Mukushev, A. Zharylkassyn, C. Prasad, E.G. Karimiani, J.R. Alvi, D. Niyazov, A. Alahmad, M. Babaei, H. Tajsharghi, B. Albash, A. Alaqeel, M. Charif, N. Hashemi, M. Heidari, S.M. Kalantar, G. Lenaers, M.Y.V. Mehrjardi, V.M. Srinivasan, V.K. Gowda, S.H. Mirabutalebi, D.A. Carere, M. Movahedinia, D. Murphy, R. Mcfarland, M.S. Abdel-Hamid, R.M. Elhossini, S. Alavi, M. Napier, A. Belanger-Quintana, A.N. Prasad, J. Jakobczyk, A. Roubertie, T. Rupar, T. Sultan, M.B. Toosi, L.A. Sazanov, M. Severino, H. Houlden, R.W. Taylor, R. Maroofian, Brain Communications 7 (2025).

Catalogue of criteria for assessing the funding eligibility of Open Science infrastructures
P. Gredler, C. Kaier, P. Danowski, M. Zoyer, K. Rieck, A. Ferus, E. Rosenberger, A. Löffler, L. Hofer, L. Still, Catalogue of Criteria for Assessing the Funding Eligibility of Open Science Infrastructures, Zenodo, 2025.

Unraveling the role of Pten in cortical stem cell lineage progression using MADM
O. Miranda, Unraveling the Role of Pten in Cortical Stem Cell Lineage Progression Using MADM, Institute of Science and Technology Austria, 2025.

Unequal segregation of mitochondria during asymmetric cell division contributes to cell fate divergence in sister cells in vivo
I. Segos, J. Van Eeckhoven, S. Berger, N. Mishra, E.J. Lambie, B. Conradt, Nature Communications 16 (2025).

Image-based 3D active sample stabilization on the nanometer scale for optical microscopy
J. Vorlaufer, N. Semenov, C. Kreuzinger, M. Javoor, B. Zens, N. Agudelo Duenas, M. Tavakoli, M. Suplata, W. Jahr, J. Lyudchik, A. Wartak, F.K. Schur, J.G. Danzl, Biophysical Reports 5 (2025).

Construction of a cryo-super-resolution microscope to guide in situ structure analysis
J. Vorlaufer, Construction of a Cryo-Super-Resolution Microscope to Guide in Situ Structure Analysis, Institute of Science and Technology Austria, 2025.

Maintaining diversity in structured populations
D.A. Brewster, J. Svoboda, D. Roscow, K. Chatterjee, J. Tkadlec, M.A. Nowak, Pnas Nexus 4 (2025).

Burning or collapsing the medial axis is unstable
E.W. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, La Matematica (2025).

Predictive monitoring of black-box dynamical systems
T.A. Henzinger, F. Kresse, K. Mallik, E. Yu, D. Zikelic, in:, 7th Annual Learning for Dynamics &; Control Conference, ML Research Press, 2025, pp. 804–816.

Reduction of neuronal activity mediated by blood-vessel regression in the brain
X. Gao, J.-L. Li, X. Chen, B. Ci, F. Chen, N. Lu, B. Shen, L. Zheng, J.-M. Jia, Y. Yi, S. Zhang, Y.-C. Shi, K. Shi, N.E. Propson, Y. Huang, K. Poinsatte, Z. Zhang, Y. Yue, D.B. Bosco, Y. Lu, S. Yang, R.H. Adams, V. Lindner, F. Huang, L.-J. Wu, H. Zheng, F. Han, S. Hippenmeyer, A.M. Stowe, B. Peng, M. Margeta, X. Wang, Q. Liu, J. Körbelin, M. Trepel, H. Lu, B.O. Zhou, H. Zhao, W. Su, R.M. Bachoo, W. Ge, Nature Communications 16 (2025).

Cell-Surface Auxin Signaling: Linking molecular pathways to plant development
A. Monzer, Cell-Surface Auxin Signaling: Linking Molecular Pathways to Plant Development, Institute of Science and Technology Austria, 2025.