Research output per year
Research output per year
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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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DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search
Aumüller, M., Karppa, M. & Pagh, R., 2022, AISTATS 2022: International Conference on Artificial Intelligence and Statistics. Vol. 151. p. 3108-3137Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Implementing Distributed Approximate Similarity Joins using Locality Sensitive Hashing
Aumüller, M. & Ceccarello, M., 2022, EDBT: International Conference on Extending Database Technology. 13 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Representing Sparse Vectors with Differential Privacy, Low Error, Optimal Space, and Fast Access
Aumüller, M., Lebeda, C. J. & Pagh, R., 2022, In: Journal of Privacy and Confidentiality. 12, 2Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access -
Results of the NeurIPS’21 Challenge on Billion-Scale Approximate Nearest Neighbor Search
Aumüller, M., Simhadri, H., Williams, G., Douze, M., Babenko, A., Baranchuk, D., Hosseini, L., Krishnaswamny, R., Srinivasa, G., Subramanya, S. J. & Wang, J., 2022, Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track. Vol. 176. p. 177-189Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Sampling a Near Neighbor in High Dimensions — Who is the Fairest of Them All?
Aumüller, M., Pagh, R., Silvestri, F., Har-Peled, S. & Mahabadi, S., 2022, In: ACM Transactions on Database Systems. 47, 1, p. 1-40 40 p., 4.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open AccessFile