Publikationer pr. år
Publikationer pr. år
Personlig profil
CV
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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Differentially Private High-Dimensional Approximate Range Counting, Revisited.
Aumüller, M., Boninsegna, F. & Silvestri, F., 2025, FORC. s. 15:1-15:24 24 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
Åben adgang -
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
Åben adgang -
An Empirical Evaluation of Search Strategies for Locality-Sensitive Hashing: Lookup, Voting, and Natural Classifier Search
Johnsen, M. H. & Aumüller, M., 2024, Similarity Search and Applications, SISAP 2024.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Bidrag til bog/antologi › Forskning › peer review
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On the Design of Scalable Outlier Detection Methods Using Approximate Nearest Neighbor Graphs
Okkels, C. B., Aumüller, M. & Zimek, A., 2024, Similarity Search and Applications: SISAP 2024.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Bidrag til bog/antologi › Forskning › peer review
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Overview of the SISAP 2024 Indexing Challenge
Tellez, E. S., Aumüller, M. & Mic, V., 24 okt. 2024, Similarity Search and Applications: SISAP 2024. s. 255-265 11 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Bidrag til bog/antologi › Forskning › peer review
Fil
Projekter
- 4 Afsluttet
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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 → 30/09/2025
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: Bias and Benefit of Approximate Nearest Neighbor Search
Aumüller, M. (PI) & Barkhuus, L. (CoI)
01/08/2022 → 01/10/2025
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
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