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342 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18875 |

Kalinin, Nikita, and Christoph Lampert. “Banded Square Root Matrix Factorization for Differentially Private Model Training.” 38th Annual Conference on Neural Information Processing Systems, vol. 38, Curran Associates, 2024.
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2024 | Submitted | Preprint | IST-REx-ID: 18874
Prach, Bernd, and Christoph Lampert. “Intriguing Properties of Robust Classification.” ArXiv, 2412.04245, doi:10.48550/arXiv.2412.04245.
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2024 | Published | Conference Paper | IST-REx-ID: 18068 |

Henzinger, Thomas A., et al. “Strategic Dominance: A New Preorder for Nondeterministic Processes.” 35th International Conference on Concurrency Theory, vol. 311, 29, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.CONCUR.2024.29.
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2024 | Published | Conference Paper | IST-REx-ID: 18847 |

Cadei, Riccardo, et al. “Smoke and Mirrors in Causal Downstream Tasks.” ICML 2024 Workshop AI4Science, vol. 38, Curran Associates, 2024.
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2024 | Research Data Reference | IST-REx-ID: 18895 |

Cadei, Riccardo, et al. ISTAnt. Institute of Science and Technology Austria, 2024, doi:10.6084/M9.FIGSHARE.26484934.V2.
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2024 | Published | Conference Paper | IST-REx-ID: 18917 |

Aronov, Boris, et al. “Eight-Partitioning Points in 3D, and Efficiently Too.” 40th International Symposium on Computational Geometry, vol. 293, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 8:1-8:15, doi:10.4230/LIPIcs.SoCG.2024.8.
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2024 | Published | Conference Paper | IST-REx-ID: 17634 |

Chalupa, Marek, et al. “QuAK: Quantitative Automata Kit.” 12th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, vol. 15222, Springer Nature, 2024, pp. 3–20, doi:10.1007/978-3-031-75387-9_1.
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2024 | Published | Thesis | IST-REx-ID: 18129
Janik, Marian. Strong Charge-Photon Coupling in Germanium Enabled by Granular Aluminium Superinductors. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18129.
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2024 | Published | Journal Article | IST-REx-ID: 18961 |

Günther, Christoph Ullrich, and Krzysztof Z. Pietrzak. “Deniability in Automated Contact Tracing: Impossibilities and Possibilities.” Proceedings on Privacy Enhancing Technologies, vol. 2024, no. 4, Privacy Enhancing Technologies Symposium Advisory Board, 2024, pp. 636–48, doi:10.56553/popets-2024-0134.
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2024 | Published | Conference Paper | IST-REx-ID: 17426 |

Prach, Bernd, et al. “1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Computer Vision Foundation, 2024, pp. 24574–83, doi:10.1109/CVPR52733.2024.02320.
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2024 | Published | Conference Paper | IST-REx-ID: 18891 |

Súkeník, Peter, et al. “Neural Collapse vs. Low-Rank Bias: Is Deep Neural Collapse Really Optimal?” 38th Annual Conference on Neural Information Processing Systems, vol. 38, Curran Associates, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18890 |

Beaglehole, Daniel, et al. “Average Gradient Outer Product as a Mechanism for Deep Neural Collapse.” 38th Annual Conference on Neural Information Processing Systems, vol. 38, Curran Associates, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 17141 |

Zhang, Zilin, et al. “Slow and Rapid Auxin Responses in Arabidopsis.” Journal of Experimental Botany, vol. 75, no. 18, erae246, Oxford University Press, 2024, doi:10.1093/jxb/erae246.
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2024 | Published | Thesis | IST-REx-ID: 15094 |

Cultrera di Montesano, Sebastiano. Persistence and Morse Theory for Discrete Geometric Structures. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:15094.
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2024 | Published | Conference Paper | IST-REx-ID: 18998 |

Draganov, Ondrej, and Steven Skiena. “The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis.” Findings of the Association for Computational Linguistics: EMNLP 2024, Association for Computational Linguistics, 2024, pp. 12080–99, doi:10.18653/v1/2024.findings-emnlp.705.
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2024 | Submitted | Preprint | IST-REx-ID: 18999 |

Cultrera di Montesano, Sebastiano, et al. “Chromatic Topological Data Analysis.” ArXiv, 2406.04102, doi:10.48550/ARXIV.2406.04102.
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2024 | Published | Thesis | IST-REx-ID: 18104
Puglia, Denise. Everyday Electromechanics: Capacitive Strong Coupling to Mechanical Motion. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18104.
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2024 | Published | Preprint | IST-REx-ID: 19063 |

Zverev, Egor, et al. “Can LLMs Separate Instructions from Data? And What Do We Even Mean by That?” ArXiv, 2403.06833, 2024, doi:10.48550/arXiv.2403.06833.
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2024 | Published | Thesis | IST-REx-ID: 18766 |

Datler, Julia. Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18766.
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2024 | Published | Journal Article | IST-REx-ID: 17202 |

Sagi, Oliver, et al. “A Gate Tunable Transmon Qubit in Planar Ge.” Nature Communications, vol. 15, 6400, Springer Nature, 2024, doi:10.1038/s41467-024-50763-6.
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