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12246 Publications

2023 | Published | Conference Paper | IST-REx-ID: 17378 |

Frantar, E., Ashkboos, S., Hoefler, T., & Alistarh, D.-A. (2023). OPTQ: Accurate post-training quantization for generative pre-trained transformers. In 11th International Conference on Learning Representations . Kigali, Rwanda: International Conference on Learning Representations.

[Published Version] View | Files available

2023 | Published | Conference Paper | IST-REx-ID: 14458 |

Frantar, E., & Alistarh, D.-A. (2023). SparseGPT: Massive language models can be accurately pruned in one-shot. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 10323–10337). Honolulu, Hawaii, HI, United States: ML Research Press.

[Preprint] View | Files available | Download Preprint (ext.) | arXiv

2023 | Published | Conference Paper | IST-REx-ID: 14461 |

Markov, I., Vladu, A., Guo, Q., & Alistarh, D.-A. (2023). Quantized distributed training of large models with convergence guarantees. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 24020–24044). Honolulu, Hawaii, HI, United States: ML Research Press.

[Preprint] View | Files available | Download Preprint (ext.) | arXiv

2023 | Published | Conference Paper | IST-REx-ID: 14459 |

Shevchenko, A., Kögler, K., Hassani, H., & Mondelli, M. (2023). Fundamental limits of two-layer autoencoders, and achieving them with gradient methods. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 31151–31209). Honolulu, Hawaii, HI, United States: ML Research Press.

[Preprint] View | Files available | Download Preprint (ext.) | arXiv

2023 | Published | Journal Article | IST-REx-ID: 12334 |

Fäßler, F., Javoor, M., Datler, J., Döring, H., Hofer, F., Dimchev, G. A., … Schur, F. K. (2023). ArpC5 isoforms regulate Arp2/3 complex–dependent protrusion through differential Ena/VASP positioning. Science Advances. American Association for the Advancement of Science. https://doi.org/10.1126/sciadv.add6495

Pedrotti, F. (n.d.). Contractive coupling rates and curvature lower bounds for Markov chains. arXiv. https://doi.org/10.48550/arXiv.2308.00516

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2023 | Published | Journal Article | IST-REx-ID: 13267 |

Velicky, P., Miguel Villalba, E., Michalska, J. M., Lyudchik, J., Wei, D., Lin, Z., … Danzl, J. G. (2023). Dense 4D nanoscale reconstruction of living brain tissue. Nature Methods. Springer Nature. https://doi.org/10.1038/s41592-023-01936-6

2023 | Published | Journal Article | IST-REx-ID: 13227 |

Hassani, F., Peruzzo, M., Kapoor, L., Trioni, A., Zemlicka, M., & Fink, J. M. (2023). Inductively shunted transmons exhibit noise insensitive plasmon states and a fluxon decay exceeding 3 hours. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-023-39656-2

Erdös, L., Henheik, S. J., Reker, J., & Riabov, V. (n.d.). Prethermalization for deformed Wigner Matrices. arXiv. https://doi.org/10.48550/arXiv.2310.06677

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

Reker, J. (n.d.). Multi-point functional central limit theorem for Wigner Matrices. arXiv. https://doi.org/10.48550/arXiv.2307.11028

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2023 | Published | Journal Article | IST-REx-ID: 12349 |

Gupta, D., Mlynarski, W. F., Sumser, A. L., Symonova, O., Svaton, J., & Jösch, M. A. (2023). Panoramic visual statistics shape retina-wide organization of receptive fields. Nature Neuroscience. Springer Nature. https://doi.org/10.1038/s41593-023-01280-0

2023 | Research Data | IST-REx-ID: 12370 |

Gupta, D., Sumser, A. L., & Jösch, M. A. (2023). Research Data for: Panoramic visual statistics shape retina-wide organization of receptive fields. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:12370

[Published Version] View | Files available | DOI

2023 | Published | Journal Article | IST-REx-ID: 13125 |

Sack, S., Medina Ramos, R. A., Kueng, R., & Serbyn, M. (2023). Recursive greedy initialization of the quantum approximate optimization algorithm with guaranteed improvement. Physical Review A. American Physical Society. https://doi.org/10.1103/physreva.107.062404

[Published Version] View | Files available | DOI | WoS | arXiv

2023 | Draft | Preprint | IST-REx-ID: 18294 |

Glas, J. (n.d.). Complete intersections of cubic and quadric hypersurfaces over Fq(t). arXiv. https://doi.org/10.48550/arXiv.2306.02718

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2022 | Published | Journal Article | IST-REx-ID: 10818 |

Basilico B, Ferrucci L, Ratano P, Golia MT, Grimaldi A, Rosito M, Ferretti V, Reverte I, Sanchini C, Marrone MC, Giubettini M, De Turris V, Salerno D, Garofalo S, St‐Pierre M, Carrier M, Renzi M, Pagani F, Modi B, Raspa M, Scavizzi F, Gross CT, Marinelli S, Tremblay M, Caprioli D, Maggi L, Limatola C, Di Angelantonio S, Ragozzino D. 2022. Microglia control glutamatergic synapses in the adult mouse hippocampus. Glia. 70(1), 173–195.

2022 | Published | Conference Paper | IST-REx-ID: 10820

Liu, J., Marensi, E., & Wu, X. (2022). Effects of streaky structures on the instability of supersonic boundary layers. In IUTAM Laminar-Turbulent Transition (Vol. 38, pp. 587–598). London, United Kingdom: Springer Nature. https://doi.org/10.1007/978-3-030-67902-6_51

View | DOI | WoS

2022 | Published | Journal Article | IST-REx-ID: 10825 |

Yanagida, A., Corujo-Simon, E., Revell, C. K., Sahu, P., Stirparo, G. G., Aspalter, I. M., … Chalut, K. J. (2022). Cell surface fluctuations regulate early embryonic lineage sorting. Cell. Cell Press. https://doi.org/10.1016/j.cell.2022.01.022

2022 | Published | Journal Article | IST-REx-ID: 10826 |

Valperga, G., & de Bono, M. (2022). Impairing one sensory modality enhances another by reconfiguring peptidergic signalling in Caenorhabditis elegans. ELife. eLife Sciences Publications. https://doi.org/10.7554/eLife.68040

2022 | Published | Journal Article | IST-REx-ID: 10829 |

Hasler, R., Reiner-Rozman, C., Fossati, S., Aspermair, P., Dostalek, J., Lee, S., … Knoll, W. (2022). Field-effect transistor with a plasmonic fiber optic gate electrode as a multivariable biosensor device. ACS Sensors. American Chemical Society. https://doi.org/10.1021/acssensors.1c02313

2022 | Research Data Reference | IST-REx-ID: 10833 |

[Published Version] View | Files available | DOI | Download Published Version (ext.)

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