!!Research output per year
!!Research output per year
Personlig profil
Profil informationstekst
I'm an associate professor in the Algorithms Group at IT University of Copenhagen and head of the MSc in Software Design. I'm mainly interested in the design, analysis, and implementation of randomized algorithms, in particular for similarity search and differential privacy. I am affiliated with the Providentia project at University of Copenhagen. Previously, I was an assistant professor and a postdoc at ITU. I obtained my PhD in 2015 from Technische Universität Ilmenau under the supervision of Martin Dietzfelbinger.
Emneord
- Algorithms
- Algorithm engineering
- Algorithmic privacy
- Fairness
Fingeraftryk
Dyk ned i forskningsemnerne, hvor Martin Aumüller er aktive. Disse emneetiketter kommer fra dennes persons arbejder. Sammen danner de et unikt fingerprint.
- 1 Lignende profiler
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Mathematical Foundations of Poisoning Attacks on Linear Regression over Cumulative Distribution Functions
Sato, A., Aumüller, M. & Matsui, Y., 18 maj 2026, I: Proceedings of the ACM on Management of Data. 4, 3, s. 1-25 25 s., 208.Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review
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Approximate Single-Linkage Clustering Using Graph-Based Indexes: MST-Based Approaches and Incremental Searchers.
Okkels, C. B., Thordsen, E., Aumüller, M., Zimek, A. & Schubert, E., 7 okt. 2025, SISAP. s. 233-247 15 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Differentially Private High-Dimensional Approximate Range Counting, Revisited.
Aumüller, M., Boninsegna, F. & Silvestri, F., 2025, 6th Symposium on Foundations of Responsible Computing (FORC 2025). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, Bind 329. s. 1-24 24 s. (Leibniz International Proceedings in Informatics (LIPIcs)).Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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High-dimensional density-based clustering using locality-sensitive hashing
Okkels, C. B., Aumüller, M., Thomsen, V. B. & Zimek, A., 2025, Advances in Database Technology - EDBT. s. 694-706 13 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Overview of the SISAP 2025 Indexing Challenge.
Tellez, E. S., Chávez, E., Aumüller, M. & Mic, V., 2025, SISAP. Springer, s. 403-414 12 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Projekter
- 5 Afsluttet
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SEA 2026: The 24th Symposium on Experimental Algorithms
Dell, H. (PI) & Aumüller, M. (CoI)
22/06/2026 → 21/07/2026
Projekter: Projekt › Forskning
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BARC: Basic Algorithms Research Copenhagen
Pagh, R. (PI), Husfeldt, T. (CoI), Björklund, A. (CoI), Lebeda, C. J. (CoI), Nielsen, N. M. S. (CoI), Bercea, I. O. (CoI), Karppa, M. (CoI), Curticapean, R.-C. (CoI), Limaye, N. (CoI), Aumüller, M. (CoI), Sivertsen, J. V. T. (CoI), McCauley, S. (CoI) & Dell, H. (CoI)
01/09/2017 → 31/08/2024
Projekter: Projekt › Forskning
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DIREC: Bias and Benefit of Approximate Nearest Neighbor Search
Aumüller, M. (PI) & Barkhuus, L. (CoI)
01/08/2022 → 31/12/2025
Projekter: Projekt › Forskning
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SSS: Scalable Similarity Search
Pagh, R. (PI), Christiani, T. L. (CoI), Pham, N. D. (CoI), Faithfull, A. (CoI), Silvestri, F. (CoI), Mikkelsen, J. W. (CoI), Sivertsen, J. V. T. (CoI), Aumüller, M. (CoI), Skala, M. (CoI), Ceccarello, M. (CoI), Themsen, R. (CoI), Jacob, R. (CoI), McCauley, S. (CoI) & Ahle, T. D. (CoI)
01/05/2014 → 30/04/2019
Projekter: Projekt › Forskning
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DIREC: Digital Research Centre Denmark
Godskesen, J. C. (PI), Barkhuus, L. (PI), Bonnet, P. (PI), Brabrand, C. (PI), Schürmann, C. (PI), Sekara, V. (PI), David, B. M. (PI), Husfeldt, T. (PI), Curticapean, R.-C. (PI), Limaye, N. (PI), Aumüller, M. (PI), Jacob, R. (PI), Risi, S. (PI), Wasowski, A. (PI), Okkels, C. B. (CoI), Berthelsen, K. H. (CoI), Larsen, M. K. (CoI), Schmidt, M. D. (CoI) & Ghaffari, M. (CoI)
01/10/2020 → 31/12/2025
Projekter: Projekt › Forskning
Presse/medier
Forskningsdatasæt
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ANN Benchmarks - hfichtenberger/ann-benchmarks:
Bernhardsson, E. (Ophavsmand), Aumüller, M. (Bidrager), Faithfull, A. (Bidrager), Boytsov, L. (Bidrager), Razenshteyn, I. (Bidrager), Algorithms, A. A. (Ophavsmand), McInnes, L. (Bidrager), Malkov, Y. (Ophavsmand), Erramuzpe, A. (Bidrager), Frederickson, B. (Bidrager), Fichtenberger, H. (Bidrager) & Rohde, D. (Ophavsmand), ZENODO, 16 okt. 2018
DOI: 10.5281/zenodo.1463824, https://zenodo.org/record/1463824 og et link mere, https://github.com/hfichtenberger/ann-benchmarks/tree/nips (vis færre)
Datasæt: Software
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Reproducibility dataset for the paper "ANN-Benchmarks: A benchmarking tool for approximate nearest neighbor search"
Aumüller, M. (Ophavsmand), ZENODO, 16 mar. 2021
DOI: 10.5281/zenodo.5613101, https://zenodo.org/record/5613101
Datasæt: Software
Aktiviteter
- 6 Vært for en akademisk besøgende
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Atsuki Sato
Aumüller, M. (Vært)
8 maj 2026 → 3 aug. 2026Aktivitet: Vært for en besøgende - typer › Vært for en akademisk besøgende
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Boel Nelson
Aumüller, M. (Vært)
10 nov. 2022 → 1 sep. 2025Aktivitet: Vært for en besøgende - typer › Vært for en akademisk besøgende
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David Prochazka
Aumüller, M. (Vært)
1 sep. 2025 → 1 dec. 2025Aktivitet: Vært for en besøgende - typer › Vært for en akademisk besøgende
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Fabrizio Boninsegna
Aumüller, M. (Vært)
2 jan. 2024 → 1 aug. 2024Aktivitet: Vært for en besøgende - typer › Vært for en akademisk besøgende
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Lukas Retschmeier
Aumüller, M. (Vært)
1 aug. 2023 → 31 maj 2026Aktivitet: Vært for en besøgende - typer › Vært for en akademisk besøgende