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Parallel matrix factorization for binary response

Published • Oct 1, 2013
NobleIDNI2P16W93R85S50
Authors:
Rajiv Khanna
,
Liang Zhang
,
Deepak Agarwal

Abstract

Predicting user affinity to items is an important problem in applications like content optimization, computational advertising, among others. While matrix factorization methods provide state-of-the-art performance when minimizing RMSE through a Gaussian response model on explicit ratings data, apply...

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