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11357 Publications

2024 | Published | Journal Article | IST-REx-ID: 18109 |

Antibodies and complement are key drivers of thrombosis
Stark K, Kilani B, Stockhausen S, Busse J, Schubert I, Tran TD, Gärtner FR, Leunig A, Pekayvaz K, Nicolai L, Fumagalli V, Stermann J, Stephan F, David C, Müller MB, Heyman B, Lux A, Da Palma Guerreiro A, Frenzel LP, Schmidt CQ, Dopler A, Moser M, Chandraratne S, Von Brühl ML, Lorenz M, Korff T, Rudelius M, Popp O, Kirchner M, Mertins P, Nimmerjahn F, Iannacone M, Sperandio M, Engelmann B, Verschoor A, Massberg S. 2024. Antibodies and complement are key drivers of thrombosis. Immunity. 57(9), 2140–2156.

2024 | Published | Journal Article | IST-REx-ID: 18110 |

Anomalous transport in the kinetically constrained quantum East-West model
P. Brighi, M. Ljubotina, Physical Review B 110 (2024).

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

2024 | Published | Journal Article | IST-REx-ID: 18111 |

Tidal disruption events from stripped stars
B. Mockler, M. Gallegos-Garcia, Y.L.L. Götberg, J.M. Miller, E. Ramirez-Ruiz, Astrophysical Journal Letters 973 (2024).

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

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.

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

2024 | Published | Conference Paper | IST-REx-ID: 18114 |

Mechanistic neural networks for scientific machine learning
A.A. Pervez, F. Locatello, E. Gavves, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 40484–40501.

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

2024 | Published | Conference Paper | IST-REx-ID: 18115 |

Data-efficient learning via clustering-based sensitivity sampling: Foundation models and beyond
K. Axiotis, V. Cohen-Addad, M. Henzinger, S. Jerome, V. Mirrokni, D. Saulpic, D.P. Woodruff, M. Wunder, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 2086–2107.

[Published Version] View | Download Published Version (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18116 |

Making old things new: A unified algorithm for differentially private clustering
M.D. La Tour, M. Henzinger, D. Saulpic, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12046–12086.

[Published Version] View | Download Published Version (ext.) | arXiv

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

2024 | Published | Conference Paper | IST-REx-ID: 18118 |

More flexible PAC-Bayesian meta-learning by learning learning algorithms
H. Zakerinia, A. Behjati, C. Lampert, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 58122–58139.

[Published Version] View | Download Published Version (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18120 |

Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials
J.A. Scott, Á. Cahill, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 44012–44037.

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

2024 | Published | Conference Paper | IST-REx-ID: 18121 |

SPADE: Sparsity-guided debugging for deep neural networks
A.S. Moakhar, E.B. Iofinova, E. Frantar, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 45955–45987.

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

2024 | Published | Thesis | PhD | IST-REx-ID: 18132 |

Counting rational points over function fields
J. Glas, Counting Rational Points over Function Fields, Institute of Science and Technology Austria, 2024.

[Published Version] View | Files available | DOI

2024 | Published | Thesis | PhD | IST-REx-ID: 18135 |

Energies of dilute Fermi gases and universalities in BCS theory
A.B. Lauritsen, Energies of Dilute Fermi Gases and Universalities in BCS Theory, Institute of Science and Technology Austria, 2024.

[Published Version] View | Files available | DOI

2024 | Published | Journal Article | IST-REx-ID: 18153 |

Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making
M.A. Hajnal, D. Tran, Z. Szabó, A. Albert, K. Safaryan, M. Einstein, M. Vallejo Martelo, P.-O. Polack, P. Golshani, G. Orbán, Nature Communications 15 (2024).

[Published Version] View | Files available | DOI | PubMed | Europe PMC

2024 | Published | Conference Paper | IST-REx-ID: 18155 |

Sound and complete witnesses for template-based verification of LTL properties on polynomial programs
K. Chatterjee, A.K. Goharshady, E. Goharshady, M. Karrabi, D. Zikelic, in:, Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, 2024, pp. 600–619.

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

2024 | Published | Conference Paper | IST-REx-ID: 18156 |

Private counting of distinct elements in the turnstile model and extensions
M. Henzinger, A.R. Sricharan, T.A. Steiner, in:, International Conference on Approximation Algorithms for Combinatorial Optimization Problems , Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.

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

2024 | Published | Journal Article | IST-REx-ID: 18158 |

Wasserstein geometry and Ricci curvature bounds for Poisson spaces
L. Dello Schiavo, R. Herry, K. Suzuki, Journal de l’Ecole Polytechnique - Mathematiques 11 (2024) 957–1010.

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

2024 | Published | Conference Paper | IST-REx-ID: 18159 |

Certified policy verification and synthesis for MDPs under distributional reach-avoidance properties
S. Akshay, K. Chatterjee, T. Meggendorfer, D. Zikelic, in:, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 3–12.

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

2024 | Published | Conference Paper | IST-REx-ID: 18160 |

Solving long-run average reward robust MDPs via stochastic games
K. Chatterjee, E. Goharshady, M. Karrabi, P. Novotný, D. Zikelic, in:, 33rd International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 6707–6715.

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

2024 | Published | Book Chapter | IST-REx-ID: 18167

Generation of TIM chaperone substrate complexes
U. Guillerm, I. Sučec, P. Schanda, in:, Methods in Enzymology, Elsevier, 2024, pp. 391–422.

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