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6936 Publications
2024 |
Published |
Conference Paper |
IST-REx-ID: 18976 |
AsGrad: A sharp unified analysis of asynchronous-SGD algorithms
R. Islamov, M. Safaryan, D.-A. Alistarh, in:, Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 649–657.
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R. Islamov, M. Safaryan, D.-A. Alistarh, in:, Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 649–657.
2024 |
Published |
Conference Paper |
IST-REx-ID: 18113 |
Extreme compression of large language models via additive quantization
V. Egiazarian, A. Panferov, D. Kuznedelev, E. Frantar, A. Babenko, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12284–12303.
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V. Egiazarian, A. Panferov, D. Kuznedelev, E. Frantar, A. Babenko, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12284–12303.
2024 |
Published |
Conference Paper |
IST-REx-ID: 18975 |
Error feedback can accurately compress preconditioners
I.-V. Modoranu, A. Kalinov, E. Kurtic, E. Frantar, D.-A. Alistarh, in:, 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 35910–35933.
[Preprint]
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I.-V. Modoranu, A. Kalinov, E. Kurtic, E. Frantar, D.-A. Alistarh, in:, 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 35910–35933.
2024 |
Published |
Conference Paper |
IST-REx-ID: 18977 |
SpQR: A sparse-quantized representation for near-lossless LLM weight compression
T. Dettmers, R.A. Svirschevski, V. Egiazarian, D. Kuznedelev, E. Frantar, S. Ashkboos, A. Borzunov, T. Hoefler, D.-A. Alistarh, in:, 12th International Conference on Learning Representations, OpenReview, 2024.
[Preprint]
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T. Dettmers, R.A. Svirschevski, V. Egiazarian, D. Kuznedelev, E. Frantar, S. Ashkboos, A. Borzunov, T. Hoefler, D.-A. Alistarh, in:, 12th International Conference on Learning Representations, OpenReview, 2024.
2024 |
Published |
Conference Paper |
IST-REx-ID: 17093 |
Communication-efficient federated learning with data and client heterogeneity
H. Zakerinia, S. Talaei, G. Nadiradze, D.-A. Alistarh, in:, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 3448–3456.
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H. Zakerinia, S. Talaei, G. Nadiradze, D.-A. Alistarh, in:, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 3448–3456.
2024 |
Published |
Conference Paper |
IST-REx-ID: 18117 |
RoSA: Accurate parameter-efficient fine-tuning via robust adaptation
M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
[Preprint]
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M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
2024 |
Published |
Journal Article |
IST-REx-ID: 15315 |
Learning dynamical models of single and collective cell migration: a review
D. Brückner, C.P. Broedersz, Reports on Progress in Physics 87 (2024).
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D. Brückner, C.P. Broedersz, Reports on Progress in Physics 87 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 15250 |
Orphan lysosomal solute carrier MFSD1 facilitates highly selective dipeptide transport
D. Boytsov, G.M. Madej, G. Horn, N. Blaha, T. Köcher, H.H. Sitte, D.E. Siekhaus, C. Ziegler, W. Sandtner, M. Roblek, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
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D. Boytsov, G.M. Madej, G. Horn, N. Blaha, T. Köcher, H.H. Sitte, D.E. Siekhaus, C. Ziegler, W. Sandtner, M. Roblek, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 15024 |
Correlation-induced viscous dissipation in concentrated electrolytes
P. Robin, Journal of Chemical Physics 160 (2024).
[Published Version]
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P. Robin, Journal of Chemical Physics 160 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 17892 |
Field theory of enzyme-substrate systems with restricted long-range interactions
F. Olmeda, S. Rulands, Physical Review E 110 (2024).
[Published Version]
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F. Olmeda, S. Rulands, Physical Review E 110 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 17104 |
Mechanically-driven stem cell separation in tissues caused by proliferating daughter cells
J.C. Krämer, E.B. Hannezo, G. Gompper, J. Elgeti, SciPost Physics 16 (2024).
[Published Version]
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J.C. Krämer, E.B. Hannezo, G. Gompper, J. Elgeti, SciPost Physics 16 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 18919
Through the slopes of a light-induced phase transition
D.R. Baykusheva, Nature Physics 20 (2024) 684–685.
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D.R. Baykusheva, Nature Physics 20 (2024) 684–685.
2024 |
Research Data Reference |
IST-REx-ID: 23022 |
Data for Mechanically-driven Stem Cell Separation in Tissues caused by Proliferating Daughter Cells
J. Elgeti, J. Krämer, (2024).
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J. Elgeti, J. Krämer, (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 17123 |
Information content and optimization of self-organized developmental systems
D. Brückner, G. Tkačik, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
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D. Brückner, G. Tkačik, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
2024 |
Published |
Journal Article |
IST-REx-ID: 17885 |
The novel ribosome biogenesis inhibitor usnic acid blocks nucleolar pre-60S maturation
L. Kofler, L. Grundmann, M. Gerhalter, M. Prattes, J. Merl-Pham, G. Zisser, I. Grishkovskaya, V.-V. Hodirnau, M. Vareka, R. Breinbauer, S.M. Hauck, D. Haselbach, H. Bergler, Nature Communications 15 (2024).
[Published Version]
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L. Kofler, L. Grundmann, M. Gerhalter, M. Prattes, J. Merl-Pham, G. Zisser, I. Grishkovskaya, V.-V. Hodirnau, M. Vareka, R. Breinbauer, S.M. Hauck, D. Haselbach, H. Bergler, Nature Communications 15 (2024).
2024 |
Research Data Reference |
IST-REx-ID: 23023 |
Data and software from: Temporal variability and cell mechanics control robustness in mammalian embryogenesis
B. Corominas-Murtra, P. Moghe, A. Kickuth, T. Ichikawa, C. Iwatani, T. Tsukiyama, N. Daniel, J. Gering, A. Stokkermans, A. Wolny, A. Kreshuk, V. Duranthon, V. Uhlmann, E. Hannezo, T. Hiiragi, (2024).
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B. Corominas-Murtra, P. Moghe, A. Kickuth, T. Ichikawa, C. Iwatani, T. Tsukiyama, N. Daniel, J. Gering, A. Stokkermans, A. Wolny, A. Kreshuk, V. Duranthon, V. Uhlmann, E. Hannezo, T. Hiiragi, (2024).
2024 |
Published |
Conference Paper |
IST-REx-ID: 18913 |
An empirical study of consensus protocols’ DoS resilience
G. Giuliari, A. Sonnino, M. Frei, F. Streun, E. Kokoris Kogias, A. Perrig, in:, Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ACM, 2024, pp. 1345–1360.
[Published Version]
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G. Giuliari, A. Sonnino, M. Frei, F. Streun, E. Kokoris Kogias, A. Perrig, in:, Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ACM, 2024, pp. 1345–1360.
2024 |
Published |
Conference Paper |
IST-REx-ID: 18957 |
Sui Lutris: A blockchain combining broadcast and consensus
S. Blackshear, A. Chursin, G. Danezis, A. Kichidis, E. Kokoris Kogias, X. Li, M. Logan, A. Menon, T. Nowacki, A. Sonnino, B. Williams, L. Zhang, in:, Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, ACM, 2024, pp. 2606–2620.
[Preprint]
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S. Blackshear, A. Chursin, G. Danezis, A. Kichidis, E. Kokoris Kogias, X. Li, M. Logan, A. Menon, T. Nowacki, A. Sonnino, B. Williams, L. Zhang, in:, Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, ACM, 2024, pp. 2606–2620.
2024 |
Published |
Journal Article |
IST-REx-ID: 17269 |
Geometry-driven migration efficiency of autonomous epithelial cell clusters
E. Vercruysse, D. Brückner, M. Gómez-González, A. Remson, M. Luciano, Y. Kalukula, L. Rossetti, X. Trepat, E.B. Hannezo, S. Gabriele, Nature Physics 20 (2024) 1492–1500.
[Preprint]
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E. Vercruysse, D. Brückner, M. Gómez-González, A. Remson, M. Luciano, Y. Kalukula, L. Rossetti, X. Trepat, E.B. Hannezo, S. Gabriele, Nature Physics 20 (2024) 1492–1500.
2024 |
Published |
Journal Article |
IST-REx-ID: 18446 |
Temporal variability and cell mechanics control robustness in mammalian embryogenesis
D. Fabrèges, B. Corominas-Murtra, P. Moghe, A. Kickuth, T. Ichikawa, C. Iwatani, T. Tsukiyama, N. Daniel, J. Gering, A. Stokkermans, A. Wolny, A. Kreshuk, V. Duranthon, V. Uhlman, E.B. Hannezo, T. Hiiragi, Science 386 (2024).
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D. Fabrèges, B. Corominas-Murtra, P. Moghe, A. Kickuth, T. Ichikawa, C. Iwatani, T. Tsukiyama, N. Daniel, J. Gering, A. Stokkermans, A. Wolny, A. Kreshuk, V. Duranthon, V. Uhlman, E.B. Hannezo, T. Hiiragi, Science 386 (2024).