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5779 Publications

2024 | Published | Journal Article | IST-REx-ID: 14884 |

Davoli, Elisa, et al. “Stochastic Homogenization of Micromagnetic Energies and Emergence of Magnetic Skyrmions.” Journal of Nonlinear Science, vol. 34, no. 2, 30, Springer Nature, 2024, doi:10.1007/s00332-023-10005-3.

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

2024 | Published | Conference Paper | IST-REx-ID: 18897 |

Pedrotti, Francesco, et al. “Improved Convergence of Score-Based Diffusion Models via Prediction-Correction.” Transactions on Machine Learning Research, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Journal Article | IST-REx-ID: 17143 |

Dello Schiavo, Lorenzo, et al. “Local Conditions for Global Convergence of Gradient Flows and Proximal Point Sequences in Metric Spaces.” Transactions of the American Mathematical Society, vol. 377, no. 6, American Mathematical Society, 2024, pp. 3779–804, doi:10.1090/tran/9156.

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

2024 | Draft | Preprint | IST-REx-ID: 17350 |

Pedrotti, Francesco, et al. “Improved Convergence of Score-Based Diffusion Models via Prediction-Correction.” ArXiv, doi:10.48550/arXiv.2305.14164.

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2024 | Draft | Preprint | IST-REx-ID: 17353 |

Brigati, Giovanni, and Francesco Pedrotti. “Heat Flow, Log-Concavity, and Lipschitz Transport Maps.” ArXiv, 2404.15205, doi:10.48550/arXiv.2404.15205.

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

2024 | Published | Conference Paper | IST-REx-ID: 18557 |

El-Hayek, Antoine, et al. “Broadcast and Consensus in Stochastic Dynamic Networks with Byzantine Nodes and Adversarial Edges.” 38th International Symposium on Distributed Computing, vol. 319, 21, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.DISC.2024.21.

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

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

Henzinger, Monika, et al. “Private Counting of Distinct Elements in the Turnstile Model and Extensions.” International Conference on Approximation Algorithms for Combinatorial Optimization Problems , vol. 317, 40, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.APPROX/RANDOM.2024.40.

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

2024 | Published | Conference Paper | IST-REx-ID: 18308 |

La Tour, Max Dupré, et al. “Fully Dynamic K-Means Coreset in near-Optimal Update Time.” 32nd Annual European Symposium on Algorithms, vol. 308, 100, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:10.4230/LIPIcs.ESA.2024.100.

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

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

Axiotis, Kyriakos, et al. “Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 2086–107.

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

2024 | Published | Conference Paper | IST-REx-ID: 15253 |

Henzinger, Monika, et al. “A Unifying Framework for Differentially Private Sums under Continual Observation.” Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms, vol. 2024, Society for Industrial and Applied Mathematics, 2024, pp. 995–1018, doi:10.1137/1.9781611977912.38.

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2024 | Published | Conference Paper | IST-REx-ID: 14769 |

Henzinger, Monika, et al. “Experimental Evaluation of Fully Dynamic K-Means via Coresets.” 2024 Proceedings of the Symposium on Algorithm Engineering and Experiments, Society for Industrial and Applied Mathematics, 2024, pp. 220–33, doi:10.1137/1.9781611977929.17.

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

La Tour, Max Dupré, et al. “Making Old Things New: A Unified Algorithm for Differentially Private Clustering.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 12046–86.

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

2024 | Published | Thesis | IST-REx-ID: 14711 |

Olusanya, Oluwafunmilola O. Local Adaptation, Genetic Load and Extinction in Metapopulations. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:14711.