Randomized latent feature learning

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United States of America Patent

PATENT NO 9864951
SERIAL NO

14673384

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Abstract

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Features are disclosed for identifying randomized latent feature language modeling, such as a recurrent neural network language modeling (RNNLM). Sequences of item identifiers may be provided as the language for training the language model where the item identifiers are the words of the language. To avoid localization bias, the sequences may be randomized prior to or during the training process to provide more accurate prediction models.

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Patent Owner(s)

Patent OwnerAddress
AMAZON TECHNOLOGIES INCPO BOX 81226 SEATTLE WA 98108-1226

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cohen, Benjamin Thomas Seattle, US 3 37
Emery, Grant Michael Seattle, US 5 40
Makhijani, Roshan Harish Boston, US 2 19
Mohan, Vijai Seattle, US 18 234

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