MaxSketch achieves O~(log n / ε²) memory for (1+ε)-approximate distinct counting in streams with geometric structure via max-linear random projections.
A benchmark of facial recognition pipelines and co-usability performances of modules.Bili¸ sim Teknolojileri Dergisi, 17(2):95–107, 2024
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MaxSketch: Robust Distinct Counting in Streams via Random Projections
MaxSketch achieves O~(log n / ε²) memory for (1+ε)-approximate distinct counting in streams with geometric structure via max-linear random projections.