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7668 Publications
2025 |
Published |
Conference Paper |
IST-REx-ID: 21324 |
Spurious correlations in high dimensional regression: The roles of regularization, simplicity bias and over-parameterization
S. Bombari, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 4839–4873.
[Published Version]
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| arXiv
S. Bombari, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 4839–4873.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21325 |
Test-time training provably improves transformers as in-context learners
H.A. Gozeten, M.E. Ildiz, X. Zhang, M. Soltanolkotabi, M. Mondelli, S. Oymak, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 20266–20295.
[Published Version]
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H.A. Gozeten, M.E. Ildiz, X. Zhang, M. Soltanolkotabi, M. Mondelli, S. Oymak, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 20266–20295.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21326 |
Neural collapse beyond the unconstrained features model: Landscape, dynamics, and generalization in the mean-field regime
D. Wu, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 67499–67536.
[Published Version]
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D. Wu, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 67499–67536.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21327 |
Inverse problems with experiment-guided AlphaFold
S.A. Maddipatla, N.E. Sellam, M.I. Bojan, S. Vedula, P. Schanda, A. Marx, A.M. Bronstein, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 42366–42393.
[Published Version]
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S.A. Maddipatla, N.E. Sellam, M.I. Bojan, S. Vedula, P. Schanda, A. Marx, A.M. Bronstein, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 42366–42393.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21328 |
Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
[Published Version]
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F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
2025 |
Published |
Journal Article |
IST-REx-ID: 21343 |
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Solubility of a resultant equation and applications
T.D. Browning, S. Chan, Journal de l’ecole Polytechnique Mathematiques 12 (2025) 1677–1691.
[Published Version]
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T.D. Browning, S. Chan, Journal de l’ecole Polytechnique Mathematiques 12 (2025) 1677–1691.
2025 |
Submitted |
Preprint |
IST-REx-ID: 21399 |
The equational theories project: Advancing collaborative mathematical research at scale
Bolan M, Breitner J, Brox J, Carlini N, Carneiro M, Doorn F van, Dvorak M, Goens A, Hill A, Husum H, Mejia HI, Kocsis ZA, Floch BL, Bar-on A, Luccioli L, McNeil D, Meiburg A, Monticone P, Nielsen PP, Osazuwa EO, Paolini G, Petracci M, Reinke B, Renshaw D, Rossel M, Roux C, Scanvic J, Srinivas S, Tadipatri AR, Tao T, Tsyrklevich V, Vaquerizo-Villar F, Weber D, Zheng F. The equational theories project: Advancing collaborative mathematical research at scale. arXiv, 10.48550/arXiv.2512.07087.
[Preprint]
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Bolan M, Breitner J, Brox J, Carlini N, Carneiro M, Doorn F van, Dvorak M, Goens A, Hill A, Husum H, Mejia HI, Kocsis ZA, Floch BL, Bar-on A, Luccioli L, McNeil D, Meiburg A, Monticone P, Nielsen PP, Osazuwa EO, Paolini G, Petracci M, Reinke B, Renshaw D, Rossel M, Roux C, Scanvic J, Srinivas S, Tadipatri AR, Tao T, Tsyrklevich V, Vaquerizo-Villar F, Weber D, Zheng F. The equational theories project: Advancing collaborative mathematical research at scale. arXiv, 10.48550/arXiv.2512.07087.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21412 |
Boosting payment channel network liquidity with topology optimization and transaction selection
K. Chatterjee, J.M. Křišťan, S. Schmid, J. Svoboda, M.X. Yeo, in:, 39th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
[Published Version]
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K. Chatterjee, J.M. Křišťan, S. Schmid, J. Svoboda, M.X. Yeo, in:, 39th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
2025 |
Published |
Journal Article |
IST-REx-ID: 21413 |
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Learning algorithms for verification of Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, T. Meggendorfer, D. Parker, M. Ujma, TheoretiCS 4 (2025).
[Published Version]
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T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, T. Meggendorfer, D. Parker, M. Ujma, TheoretiCS 4 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 17094 |
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Information-flow interfaces
E. Bartocci, T. Ferrere, T.A. Henzinger, D. Nickovic, A. Oliveira da Costa, Formal Methods in System Design 66 (2025) 3–48.
[Published Version]
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| arXiv
E. Bartocci, T. Ferrere, T.A. Henzinger, D. Nickovic, A. Oliveira da Costa, Formal Methods in System Design 66 (2025) 3–48.
2025 |
Published |
Journal Article |
IST-REx-ID: 17149 |
Average and expected distortion of Voronoi paths and scapes
H. Edelsbrunner, A. Nikitenko, Discrete & Computational Geometry 73 (2025) 490–499.
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H. Edelsbrunner, A. Nikitenko, Discrete & Computational Geometry 73 (2025) 490–499.
2025 |
Published |
Journal Article |
IST-REx-ID: 17240 |
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Almost optimal upper bound for the ground state energy of a dilute Fermi gas via cluster expansion
A.B. Lauritsen, Annales Henri Poincare 26 (2025) 203–243.
[Published Version]
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A.B. Lauritsen, Annales Henri Poincare 26 (2025) 203–243.
2025 |
Published |
Journal Article |
IST-REx-ID: 17293 |
Nanoarchitecture of CaV>2.1 channels and GABAB receptors in the mouse hippocampus: Impact of APP/PS1 pathology
A. Martín‐Belmonte, C. Aguado, R. Alfaro‐Ruiz, A. Kulik, L. de la Ossa, A.E. Moreno‐Martínez, S. Alberquilla, L. García‐Carracedo, M. Fernández, A. Fajardo‐Serrano, E. Aso, R. Shigemoto, E.D. Martín, Y. Fukazawa, F. Ciruela, R. Luján, Brain Pathology 35 (2025).
[Published Version]
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A. Martín‐Belmonte, C. Aguado, R. Alfaro‐Ruiz, A. Kulik, L. de la Ossa, A.E. Moreno‐Martínez, S. Alberquilla, L. García‐Carracedo, M. Fernández, A. Fajardo‐Serrano, E. Aso, R. Shigemoto, E.D. Martín, Y. Fukazawa, F. Ciruela, R. Luján, Brain Pathology 35 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 17459 |
Langerhans cells: Central players in the pathophysiology of atopic dermatitis
Y. Pan, M. Hochgerner, M.A. Cichon, T. Benezeder, T. Bieber, P. Wolf, Journal of the European Academy of Dermatology and Venereology 39 (2025) 278–289.
[Published Version]
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Y. Pan, M. Hochgerner, M.A. Cichon, T. Benezeder, T. Bieber, P. Wolf, Journal of the European Academy of Dermatology and Venereology 39 (2025) 278–289.
2025 |
Published |
Journal Article |
IST-REx-ID: 17468 |
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Marcus kinetics control singlet and triplet oxygen evolving from superoxide
S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, Nature 646 (2025) 601–605.
[Published Version]
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S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, Nature 646 (2025) 601–605.
2025 |
Published |
Journal Article |
IST-REx-ID: 8125 |
High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating
W.F. Podlaski, E.J. Agnes, T.P. Vogels, Physical Review X 15 (2025).
[Published Version]
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W.F. Podlaski, E.J. Agnes, T.P. Vogels, Physical Review X 15 (2025).
2025 |
Published |
Journal Article |
IST-REx-ID: 8616 |
Reduction of neuronal activity mediated by blood-vessel regression in the brain
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.
[Published Version]
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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.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21020 |
Privacy-preserving runtime verification
T.A. Henzinger, M. Karimi, K.S. Thejaswini, in:, Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, Association for Computing Machinery, 2025, pp. 2774–2787.
[Published Version]
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| DOI
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T.A. Henzinger, M. Karimi, K.S. Thejaswini, in:, Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, Association for Computing Machinery, 2025, pp. 2774–2787.
2025 |
Draft |
Preprint |
IST-REx-ID: 21398 |
Composition direction of Seymour's theorem for regular matroids — Formally verified
M. Dvorak, T. Figueroa-Reid, R. Hamadani, B.-H. Hwang, E. Karunus, V. Kolmogorov, A. Meiburg, A. Nelson, P. Nelson, M. Sandey, I. Sergeev, ArXiv (n.d.).
[Preprint]
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M. Dvorak, T. Figueroa-Reid, R. Hamadani, B.-H. Hwang, E. Karunus, V. Kolmogorov, A. Meiburg, A. Nelson, P. Nelson, M. Sandey, I. Sergeev, ArXiv (n.d.).
2025 |
Published |
Journal Article |
IST-REx-ID: 21432 |
Unconventional superlattice ordering in intercalated transition metal dichalcogenide V1/3NbS2
S.S. Fender, N. Schnitzer, W. Fang, L. Bhatt, D. Huang, A. Malik, O. Gonzalez, V. Sunko, L.S. Xie, D.A. Muller, J. Orenstein, Y. Ping, B.H. Goodge, D.K. Bediako, Journal of the American Chemical Society 147 (2025) 32315–32320.
[Published Version]
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S.S. Fender, N. Schnitzer, W. Fang, L. Bhatt, D. Huang, A. Malik, O. Gonzalez, V. Sunko, L.S. Xie, D.A. Muller, J. Orenstein, Y. Ping, B.H. Goodge, D.K. Bediako, Journal of the American Chemical Society 147 (2025) 32315–32320.