Learned sketches for frequency estimation

DOI10.1016/j.ins.2019.08.045zbMath1456.68172OpenAlexW2969656655WikidataQ127345390 ScholiaQ127345390MaRDI QIDQ1999028

Hongzhi Wang, Jian-Zhong Li, Hong Gao, Meifan Zhang

Publication date: 18 March 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2019.08.045

zbMATH Keywords

frequency estimationquery processingsketches

Mathematics Subject Classification ID

Inference from stochastic processes and spectral analysis (62M15) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• WESAD

Cites Work

• Approximate counting: a detailed analysis
• Multilayer feedforward networks are universal approximators
• Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
• Counting large numbers of events in small registers
• On Information and Sufficiency
• LATIN 2004: Theoretical Informatics

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