Research output per year
Research output per year
Personal profile
Keywords
- Algorithms
- Algorithm engineering
- Algorithmic privacy
- Fairness
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Dive into the research topics where Martin Aumüller is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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High-dimensional density-based clustering using locality-sensitive hashing
Okkels, C. B., Aumüller, M., Thomsen, V. B. & Zimek, A., 2025, EDBT 2025. p. 694-706 13 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Overview of the SISAP 2024 Indexing Challenge
Tellez, E. S., Aumüller, M. & Mic, V., 2025, Similarity Search and Applications: SISAP 2024.Research output: Conference Article in Proceeding or Book/Report chapter › Book chapter › Research › peer-review
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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.Research output: Conference Article in Proceeding or Book/Report chapter › Book chapter › Research › 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.Research output: Conference Article in Proceeding or Book/Report chapter › Book chapter › Research › peer-review
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PLAN: Variance-Aware Private Mean Estimation.
Aumüller, M., Lebeda, C. J., Nelson, B. & Pagh, R., 2024, In: Proc. Priv. Enhancing Technol.. 2024, 3, p. 606-625 20 p., 3.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access
Press/Media
Datasets
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ANN Benchmarks - hfichtenberger/ann-benchmarks:
Bernhardsson, E. (Creator), Aumüller, M. (Contributor), Faithfull, A. (Contributor), Boytsov, L. (Contributor), Razenshteyn, I. (Contributor), Algorithms, A. A. (Creator), McInnes, L. (Contributor), Malkov, Y. (Creator), Erramuzpe, A. (Contributor), Frederickson, B. (Contributor), Fichtenberger, H. (Contributor) & Rohde, D. (Creator), ZENODO, 16 Oct 2018
DOI: 10.5281/zenodo.1463824, https://zenodo.org/record/1463824 and one more link, https://github.com/hfichtenberger/ann-benchmarks/tree/nips (show fewer)
Dataset: Software
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Reproducibility dataset for the paper "ANN-Benchmarks: A benchmarking tool for approximate nearest neighbor search"
Aumüller, M. (Creator), ZENODO, 16 Mar 2021
DOI: 10.5281/zenodo.5613101, https://zenodo.org/record/5613101
Dataset: Software
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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
Project: Research
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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
Project: Research
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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), Birch Okkels, C. (CoI), Berthelsen, K. H. (CoI), Larsen, M. K. (CoI), Schmidt, M. D. (CoI) & Ghaffari, M. (CoI)
01/10/2020 → 30/09/2025
Project: Research
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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
Project: Research