Learning to Sketch : A Neural Approach to Item Frequency Estimation in Streaming Data
Recently, there has been a trend of designing neural data structures to go beyond handcrafted data structures by leveraging patterns of data distributions for better accuracy and adaptivity. Sketches are widely used data structures in real-time web analysis, network monitoring, and self-driving to e...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 11 vom: 15. Okt., Seite 7136-7153
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| 1. Verfasser: |
Cao, Yukun
(VerfasserIn) |
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| Weitere Verfasser: |
Feng, Yuan,
Wang, Hairu,
Xie, Xike,
Zhou, S Kevin |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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