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6911 Publications


2024 | Published | Conference Paper | IST-REx-ID: 18121 | OA
Moakhar AS, Iofinova EB, Frantar E, Alistarh D-A. 2024. SPADE: Sparsity-guided debugging for deep neural networks. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 45955–45987.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18976 | OA
Islamov R, Safaryan M, Alistarh D-A. 2024. AsGrad: A sharp unified analysis of asynchronous-SGD algorithms. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics. AISTATS: Conference on Artificial Intelligence and Statistics, PMLR, vol. 238, 649–657.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18113 | OA
Egiazarian V, Panferov A, Kuznedelev D, Frantar E, Babenko A, Alistarh D-A. 2024. Extreme compression of large language models via additive quantization. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 12284–12303.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18975 | OA
Modoranu I-V, Kalinov A, Kurtic E, Frantar E, Alistarh D-A. 2024. Error feedback can accurately compress preconditioners. 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 35910–35933.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18977 | OA
Dettmers T, Svirschevski RA, Egiazarian V, Kuznedelev D, Frantar E, Ashkboos S, Borzunov A, Hoefler T, Alistarh D-A. 2024. SpQR: A sparse-quantized representation for near-lossless LLM weight compression. 12th International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 17093 | OA
Zakerinia H, Talaei S, Nadiradze G, Alistarh D-A. 2024. Communication-efficient federated learning with data and client heterogeneity. Proceedings of the 27th International Conference on Artificial Intelligence and Statistics. AISTATS: Conference on Artificial Intelligence and Statistics, PMLR, vol. 238, 3448–3456.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18117 | OA
Nikdan M, Tabesh S, Crncevic E, Alistarh D-A. 2024. RoSA: Accurate parameter-efficient fine-tuning via robust adaptation. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 235, 38187–38206.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 15315 | OA
Brückner D, Broedersz CP. 2024. Learning dynamical models of single and collective cell migration: a review. Reports on Progress in Physics. 87(5), 056601.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 15250 | OA
Boytsov D, Madej GM, Horn G, Blaha N, Köcher T, Sitte HH, Siekhaus DE, Ziegler C, Sandtner W, Roblek M. 2024. Orphan lysosomal solute carrier MFSD1 facilitates highly selective dipeptide transport. Proceedings of the National Academy of Sciences of the United States of America. 121(13), e2319686121.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2024 | Published | Journal Article | IST-REx-ID: 15024 | OA
Robin P. 2024. Correlation-induced viscous dissipation in concentrated electrolytes. Journal of Chemical Physics. 160(6), 064503.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 17892 | OA
Olmeda F, Rulands S. 2024. Field theory of enzyme-substrate systems with restricted long-range interactions. Physical Review E. 110(2), 024404.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2024 | Published | Journal Article | IST-REx-ID: 17104 | OA
Krämer JC, Hannezo EB, Gompper G, Elgeti J. 2024. Mechanically-driven stem cell separation in tissues caused by proliferating daughter cells. SciPost Physics. 16(4), 097.
[Published Version] View | Files available | DOI | WoS | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 18919
Baykusheva DR. 2024. Through the slopes of a light-induced phase transition. Nature Physics. 20(5), 684–685.
View | DOI | WoS
 

2024 | Research Data Reference | IST-REx-ID: 23022 | OA
Elgeti J, Krämer J. 2024. Data for Mechanically-driven Stem Cell Separation in Tissues caused by Proliferating Daughter Cells, Zenodo, 10.5281/zenodo.8410956.
View | Files available | DOI | Download None (ext.)
 

2024 | Published | Journal Article | IST-REx-ID: 17123 | OA
Brückner D, Tkačik G. 2024. Information content and optimization of self-organized developmental systems. Proceedings of the National Academy of Sciences of the United States of America. 121(23), e2322326121.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2024 | Published | Journal Article | IST-REx-ID: 17885 | OA
Kofler L, Grundmann L, Gerhalter M, Prattes M, Merl-Pham J, Zisser G, Grishkovskaya I, Hodirnau V-V, Vareka M, Breinbauer R, Hauck SM, Haselbach D, Bergler H. 2024. The novel ribosome biogenesis inhibitor usnic acid blocks nucleolar pre-60S maturation. Nature Communications. 15, 7511.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2024 | Research Data Reference | IST-REx-ID: 23023 | OA
Corominas-Murtra B,   Moghe P, Kickuth A, Ichikawa T, Iwatani C, Tsukiyama T, Daniel N, Gering J, Stokkermans A, Wolny A, Kreshuk A, Duranthon V, Uhlmann V, Hannezo E, Hiiragi T. 2024. Data and software from: Temporal variability and cell mechanics control robustness in mammalian embryogenesis, Institute of Science and Technology Austria, 10.5281/zenodo.12819780.
View | Files available | DOI | Download None (ext.)
 

2024 | Published | Conference Paper | IST-REx-ID: 18913 | OA
Giuliari G, Sonnino A, Frei M, Streun F, Kokoris Kogias E, Perrig A. 2024. An empirical study of consensus protocols’ DoS resilience. Proceedings of the 19th ACM Asia Conference on Computer and Communications Security. ASIACCS: Asia Conference on Computer and Communications Security, 1345–1360.
[Published Version] View | Files available | DOI | WoS
 

2024 | Published | Conference Paper | IST-REx-ID: 18957 | OA
Blackshear S, Chursin A, Danezis G, Kichidis A, Kokoris Kogias E, Li X, Logan M, Menon A, Nowacki T, Sonnino A, Williams B, Zhang L. 2024. Sui Lutris: A blockchain combining broadcast and consensus. Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security. CCS: Conference on Computer and Communications Security, 2606–2620.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 17269 | OA
Vercruysse E, Brückner D, Gómez-González M, Remson A, Luciano M, Kalukula Y, Rossetti L, Trepat X, Hannezo EB, Gabriele S. 2024. Geometry-driven migration efficiency of autonomous epithelial cell clusters. Nature Physics. 20, 1492–1500.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS
 

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