Scaling machine learning using approximate counting

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United States of America Patent

PATENT NO 8606730
SERIAL NO

13566289

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Abstract

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A system may track statistics for a number of features using an approximate counting technique by: subjecting each feature to multiple, different hash functions to generate multiple, different hash values, where each of the hash values may identify a particular location in a memory, and storing statistics for each feature at the particular locations identified by the hash values. The system may generate rules for a model based on the tracked statistics.

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Patent Owner(s)

  • GOOGLE LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Shazeer, Noam Palo Alto, US 27 1121
Tong, Simon Mountain View, US 110 2867

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