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8456 Publications

2024 | Published | Conference Paper | IST-REx-ID: 19510 |

Modoranu, I.-V., Safaryan, M., Malinovsky, G., Kurtic, E., Robert, T., Richtárik, P., & Alistarh, D.-A. (2024). MICROADAM: Accurate adaptive optimization with low space overhead and provable convergence. In 38th Conference on Neural Information Processing Systems (Vol. 37). Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19511 |

Ashkboos, S., Mohtashami, A., Croci, M. L., Li, B., Cameron, P., Jaggi, M., … Hensman, J. (2024). QuaRot: Outlier-free 4-bit inference in rotated LLMs. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19512 |

Andersson, J. D., Henzinger, M., Pagh, R., Steiner, T. A., & Upadhyay, J. (2024). Continual counting with gradual privacy expiration. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19515 |

Fumero, M., Pegoraro, M., Maiorca, V., Locatello, F., & Rodolà, E. (2024). Latent functional maps: A spectral framework for representation alignment. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19517 |

Crisostomi, D., Fumero, M., Baieri, D., Bernard, F., & Rodolà, E. (2024). C2M3: Cycle-consistent multi-model merging. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19518 |

Wu, D., Modoranu, I.-V., Safaryan, M., Kuznedelev, D., & Alistarh, D.-A. (2024). The iterative optimal brain surgeon: Faster sparse recovery by leveraging second-order information. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

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

2024 | Published | Conference Paper | IST-REx-ID: 19519 |

Malinovskii, V., Mazur, D., Ilin, I., Kuznedelev, D., Burlachenko, K., Yi, K., … Richtarik, P. (2024). PV-tuning: Beyond straight-through estimation for extreme LLM compression. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.

[Published Version] View | Files available | arXiv

2024 | Submitted | Preprint | IST-REx-ID: 19520 |

Vijatovic, D., Toma, F. A., Harrington, Z. P., Sommer, C. M., Hauschild, R., Trevisan, A. J., … Sweeney, L. B. (n.d.). Spinal neuron diversity scales exponentially with swim-to-limb transformation during frog metamorphosis. bioRxiv. https://doi.org/10.1101/2024.09.20.614050

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2024 | Research Data Reference | IST-REx-ID: 19800 |

trinh, V. G., Park, K. H., Pastva, S., & Rozum, J. (2024). Mapping the attractor landscape of Boolean networks. Zenodo. https://doi.org/10.5281/ZENODO.13854759

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2024 | Published | Journal Article | IST-REx-ID: 19809 |

Sun, F., Mishra, S., Stockert, U., Daou, R., Kikugawa, N., Perry, R. S., … Sunko, V. (2024). The Lorenz ratio as a guide to scattering contributions to transport in strongly correlated metals. Proceedings of the National Academy of Sciences. National Academy of Sciences. https://doi.org/10.1073/pnas.2318159121

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2024 | Published | Journal Article | IST-REx-ID: 19816 |

Donoway, E., Trevisan, T. V., Liebman-Peláez, A., Day, R. P., Yamakawa, K., Sun, Y., … Sunko, V. (2024). Multimodal approach reveals the symmetry-breaking pathway to the broken helix in EuIn2As2. Physical Review X. American Physical Society. https://doi.org/10.1103/physrevx.14.031013

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2024 | Research Data Reference | IST-REx-ID: 19884 |

Frantar, E., Castro, R., Chen, J., Hoefler, T., & Alistarh, D.-A. (2024). MARLIN: Mixed-precision auto-regressive parallel inference on Large Language Models. Zenodo. https://doi.org/10.5281/ZENODO.14213091

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2024 | Published | Other Publication | IST-REx-ID: 20057 |

Zeng, G., Sun, Q., Horta, S., Wang, S., Lu, X., Zhang, C. Y., … Cabot, A. (2024). A layered Bi2Te3@PPy cathode for aqueous Zinc‐Ion batteries: Mechanism and application in printed flexible batteries. Advanced Materials (Vol. 36). Wiley. https://doi.org/10.1002/adma.202470004

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Carls-Diamante, S., & Laciny, A. (2024). Stuck in uncertainty: A predictive processing/ active inference account of procrastination-like behaviour in autism. Lógoi. Revista de Filosofía. Universidad Católica Andrés Bello. https://doi.org/10.62876/lr.vi45.6481

[Published Version] View | Files available | DOI

2024 | Research Data Reference | IST-REx-ID: 20121 |

Nabeel, A., Karichannavar, A., Palathingal, S., Jhawar, J., Brückner, D., Danny Raj, M., & Guttal, V. (2024). PyDaddy: A Python Package for Discovering SDEs from Time Series Data. Zenodo. https://doi.org/10.5281/ZENODO.7137151

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2024 | Published | Journal Article | IST-REx-ID: 20756 |

Reisenbauer, J., Sicinski, K. M., & Arnold, F. H. (2024). Catalyzing the future: Recent advances in chemical synthesis using enzymes. Current Opinion in Chemical Biology. Elsevier. https://doi.org/10.1016/j.cbpa.2024.102536

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2024 | Published | Journal Article | IST-REx-ID: 20757 |

Botlik, B. B., Finkelstein, P., Paschke, A.-S. K., Reisenbauer, J., & Morandi, B. (2024). Versatile dehydrogenation of carbonyls enabled by an iodine(III) reagent. Chemical Communications. Royal Society of Chemistry. https://doi.org/10.1039/d4cc02609h

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2024 | Published | Journal Article | IST-REx-ID: 20807 |

Panska, L., Nedvedova, S., Vacek, V., Krivska, D., Konecny, L., Knop, F., … Dvorak, J. (2024). Uncovering the essential roles of glutamate carboxypeptidase 2 orthologs in Caenorhabditis elegans. Bioscience Reports. Portland Press. https://doi.org/10.1042/bsr20230502

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2024 | Published | Journal Article | IST-REx-ID: 20808 |

Knop, F., Zounarová, A., Šabata, V., Middelkoop, T. C., & Macůrková, M. (2024). Caenorhabditis elegans SEL-5/AAK1 regulates cell migration and cell outgrowth independently of its kinase activity. ELife. eLife Sciences Publications. https://doi.org/10.7554/elife.91054

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2024 | Published | Journal Article | IST-REx-ID: 9651 |

Dymond, M., & Kaluza, V. (2024). Divergence of separated nets with respect to displacement equivalence. Geometriae Dedicata. Springer Nature. https://doi.org/10.1007/s10711-023-00862-3

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