Static and Dynamic Hierarchical Graph Decompositions
Project Period: 2023-03-01 – 2026-02-28
Funder:
Austrian Science Fund
Principal Investigator
Department(s)
Grant Number
I05982
Grant DOI
Funder
Austrian Science Fund
Funder Schema
FWF-IP-JP-DFG
Funder Registry
17 Publications
2025 | Published | Conference Paper | IST-REx-ID: 19038 |

Improved differentially private continual observation using group algebra
M. Henzinger, J. Upadhyay, in:, Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms, Association for Computing Machinery, 2025, pp. 2951–2970.
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M. Henzinger, J. Upadhyay, in:, Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms, Association for Computing Machinery, 2025, pp. 2951–2970.
2024 | Published | Conference Paper | IST-REx-ID: 18557 |

Broadcast and Consensus in stochastic dynamic networks with Byzantine nodes and adversarial edges
A. El-Hayek, M. Henzinger, S. Schmid, in:, 38th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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A. El-Hayek, M. Henzinger, S. Schmid, in:, 38th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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.
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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.
2024 | Published | Conference Paper | IST-REx-ID: 15008 |

Electrical flows for polylogarithmic competitive oblivious routing
Goranci, Gramoz, Electrical flows for polylogarithmic competitive oblivious routing. 15th Innovations in Theoretical Computer Science Conference 287. 2024
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Goranci, Gramoz, Electrical flows for polylogarithmic competitive oblivious routing. 15th Innovations in Theoretical Computer Science Conference 287. 2024
2024 | Published | Conference Paper | IST-REx-ID: 18308 |

Fully dynamic k-means coreset in near-optimal update time
M.D. La Tour, M. Henzinger, D. Saulpic, in:, 32nd Annual European Symposium on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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M.D. La Tour, M. Henzinger, D. Saulpic, in:, 32nd Annual European Symposium on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18906 |

Expander hierarchies for normalized cuts on graphs
Hanauer, Kathrin, Expander hierarchies for normalized cuts on graphs. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024
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Hanauer, Kathrin, Expander hierarchies for normalized cuts on graphs. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024
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.
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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.
2024 | Published | Conference Paper | IST-REx-ID: 18503
Deterministic near-linear time minimum cut in weighted graphs
M. Henzinger, J. Li, S. Rao, D. Wang, in:, 35th Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2024, pp. 3089–3139.
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M. Henzinger, J. Li, S. Rao, D. Wang, in:, 35th Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2024, pp. 3089–3139.
2024 | Published | Conference Paper | IST-REx-ID: 15253 |

A unifying framework for differentially private sums under continual observation
M. Henzinger, J. Upadhyay, S. Upadhyay, in:, Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2024, pp. 995–1018.
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M. Henzinger, J. Upadhyay, S. Upadhyay, in:, Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2024, pp. 995–1018.
2024 | Published | Conference Paper | IST-REx-ID: 14769 |

Experimental evaluation of fully dynamic k-means via coresets
M. Henzinger, D. Saulpic, L. Sidl, in:, 2024 Proceedings of the Symposium on Algorithm Engineering and Experiments, Society for Industrial and Applied Mathematics, 2024, pp. 220–233.
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M. Henzinger, D. Saulpic, L. Sidl, in:, 2024 Proceedings of the Symposium on Algorithm Engineering and Experiments, Society for Industrial and Applied Mathematics, 2024, pp. 220–233.
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.
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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.
2024 | Published | Conference Paper | IST-REx-ID: 18928 |

On the complexity of algorithms with predictions for dynamic graph problems
M. Henzinger, B. Saha, M.P. Seybold, C. Ye, in:, 15th Innovations in Theoretical Computer Science Conference, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 62:1-62:25.
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M. Henzinger, B. Saha, M.P. Seybold, C. Ye, in:, 15th Innovations in Theoretical Computer Science Conference, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 62:1-62:25.
2024 | Published | Conference Paper | IST-REx-ID: 19512 |

Continual counting with gradual privacy expiration
J.D. Andersson, M. Henzinger, R. Pagh, T.A. Steiner, J. Upadhyay, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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J.D. Andersson, M. Henzinger, R. Pagh, T.A. Steiner, J. Upadhyay, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2023 | Published | Conference Paper | IST-REx-ID: 14086 |

Faster submodular maximization for several classes of matroids
Henzinger, Monika H, Faster submodular maximization for several classes of matroids. 50th International Colloquium on Automata, Languages, and Programming 261. 2023
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Henzinger, Monika H, Faster submodular maximization for several classes of matroids. 50th International Colloquium on Automata, Languages, and Programming 261. 2023
2023 | Published | Conference Paper | IST-REx-ID: 15364 |

Simple, scalable and effective clustering via one-dimensional projections
M. Charikar, L. Hu, M. Henzinger, M. Vötsch, E. Waingarten, in:, 37th Conference on Neural Information Processing Systems, 2023.
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M. Charikar, L. Hu, M. Henzinger, M. Vötsch, E. Waingarten, in:, 37th Conference on Neural Information Processing Systems, 2023.
2023 | Published | Journal Article | IST-REx-ID: 14558
Deterministic near-optimal approximation algorithms for dynamic set cover
S. Bhattacharya, M. Henzinger, D. Nanongkai, X. Wu, SIAM Journal on Computing 52 (2023) 1132–1192.
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S. Bhattacharya, M. Henzinger, D. Nanongkai, X. Wu, SIAM Journal on Computing 52 (2023) 1132–1192.
2023 | Published | Conference Paper | IST-REx-ID: 14085 |

Efficient data structures for incremental exact and approximate maximum flow
G. Goranci, M. Henzinger, in:, 50th International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
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G. Goranci, M. Henzinger, in:, 50th International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.