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5799 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20033 | 
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.
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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.
2025 | Published | Conference Paper | IST-REx-ID: 20037 |
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.
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S. Sawmya, L. Kong, I. Markov, D.-A. Alistarh, N. Shavit, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 26244–26274.
2025 | Published | Conference Paper | IST-REx-ID: 20036 |
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.
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V. Pariza, M. Salehi, G. Burghouts, F. Locatello, Y.M. Asano, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 72303–72330.
2025 | Published | Conference Paper | IST-REx-ID: 20032 |
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.
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J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
2025 | Published | Conference Paper | IST-REx-ID: 20055
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.
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S. Lee, D. Balazs, S. Horta, A. Rayaroth Puthiyaveettil, M. Ibáñez, in:, Proceedings of the MATSUS Spring 2025 Conference, Fundació Scito, 2025.
2025 | Research Data | IST-REx-ID: 19409 |
Exchange anisotropies in microwave-driven singlet-triplet qubits
J. Saez Mollejo, (2025).
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J. Saez Mollejo, (2025).
2025 | Research Data | IST-REx-ID: 19696 |
Dataset for "Bumps on the Road: The Way to Clean Relaxation Dispersion in the Solid State"
B. Tatman, (2025).
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B. Tatman, (2025).
2025 | Published | Conference Paper | IST-REx-ID: 20051 |
An almost tight lower bound for plurality consensus with undecided state dynamics in the population protocol model
A. El-Hayek, R. Elsässer, S. Schmid, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2025.
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A. El-Hayek, R. Elsässer, S. Schmid, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2025.
2025 | Published | Conference Paper | IST-REx-ID: 20035 |
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.
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A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.
2025 | Published | Conference Paper | IST-REx-ID: 20034 |
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.
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T. Robert, M. Safaryan, I.-V. Modoranu, D.-A. Alistarh, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 101877–101913.
2025 | Published | Journal Article | IST-REx-ID: 20050 |
L∞-optimal transport of anisotropic log-concave measures and exponential convergence in Fisher’s infinitesimal model
K. Khudiakova, J. Maas, F. Pedrotti, The Annals of Applied Probability 35 (2025) 1913–1940.
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K. Khudiakova, J. Maas, F. Pedrotti, The Annals of Applied Probability 35 (2025) 1913–1940.
2025 | Published | Journal Article | IST-REx-ID: 20116 |
Germin-like protein 1 interacts with proteasome regulator 1 to regulate auxin signaling by controlling Aux/IAA homeostasis
F. Xu, Y. Yu, B. Guan, T. Xu, Z. Xu, H. Xue, Cell Reports 44 (2025).
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F. Xu, Y. Yu, B. Guan, T. Xu, Z. Xu, H. Xue, Cell Reports 44 (2025).
2025 | Published | Conference Paper | IST-REx-ID: 20053 |
When is liquid democracy possible?: On the manipulation of variance
K. Chatterjee, S. Gilbert, S. Schmid, J. Svoboda, M.X. Yeo, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2025, pp. 241–251.
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K. Chatterjee, S. Gilbert, S. Schmid, J. Svoboda, M.X. Yeo, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2025, pp. 241–251.
2025 | Published | Conference Paper | IST-REx-ID: 20052 |
Brief announcement: Minimizing energy solves relative majority with a cubic number of states in population protocols
T.-L. Breitkopf, J. Dallot, A. El-Hayek, S. Schmid, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2025, pp. 549–552.
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T.-L. Breitkopf, J. Dallot, A. El-Hayek, S. Schmid, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2025, pp. 549–552.
2025 | Published | Journal Article | IST-REx-ID: 20056 |
Discovering stochastic dynamical equations from ecological time series data
A. Nabeel, A. Karichannavar, S. Palathingal, J. Jhawar, D. Brückner, D. Raj M, V. Guttal, The American Naturalist 205 (2025) E100–E117.
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A. Nabeel, A. Karichannavar, S. Palathingal, J. Jhawar, D. Brückner, D. Raj M, V. Guttal, The American Naturalist 205 (2025) E100–E117.
2025 | Published | Journal Article | IST-REx-ID: 18074 |
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Aharonov–Casher theorems for Dirac operators on manifolds with boundary and APS boundary condition
M. Fialova, Annales Henri Poincare 26 (2025) 2859–2900.
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M. Fialova, Annales Henri Poincare 26 (2025) 2859–2900.
2025 | Published | Journal Article | IST-REx-ID: 19504 |
A giant disk galaxy two billion years after the Big Bang
W. Wang, S. Cantalupo, A. Pensabene, M. Galbiati, A. Travascio, C.C. Steidel, M.V. Maseda, G. Pezzulli, S. De Beer, M. Fossati, M. Fumagalli, S.G. Gallego, T. Lazeyras, R. Mackenzie, J.J. Matthee, T. Nanayakkara, G. Quadri, Nature Astronomy 9 (2025) 710–719.
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W. Wang, S. Cantalupo, A. Pensabene, M. Galbiati, A. Travascio, C.C. Steidel, M.V. Maseda, G. Pezzulli, S. De Beer, M. Fossati, M. Fumagalli, S.G. Gallego, T. Lazeyras, R. Mackenzie, J.J. Matthee, T. Nanayakkara, G. Quadri, Nature Astronomy 9 (2025) 710–719.
2025 | Published | Journal Article | IST-REx-ID: 19421 |
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TIR1-produced cAMP as a second messenger in transcriptional auxin signalling
H. Chen, L. Qi, M. Zou, M. Lu, M. Kwiatkowski, Y. Pei, K. Jaworski, J. Friml, Nature 640 (2025) 1011–1016.
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H. Chen, L. Qi, M. Zou, M. Lu, M. Kwiatkowski, Y. Pei, K. Jaworski, J. Friml, Nature 640 (2025) 1011–1016.
2025 | Published | Journal Article | IST-REx-ID: 19506 |
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Sleep stages antagonistically modulate reactivation drift
L. Bollmann, P. Baracskay, F. Stella, J.L. Csicsvari, Neuron 113 (2025) 1446–1459.e6.
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L. Bollmann, P. Baracskay, F. Stella, J.L. Csicsvari, Neuron 113 (2025) 1446–1459.e6.
2025 | Published | Journal Article | IST-REx-ID: 19065 |
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Efficient identification of wide shallow neural networks with biases
M. Fornasier, T. Klock, M. Mondelli, M. Rauchensteiner, Applied and Computational Harmonic Analysis 77 (2025).
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M. Fornasier, T. Klock, M. Mondelli, M. Rauchensteiner, Applied and Computational Harmonic Analysis 77 (2025).