A unified approach to learning task-specific bit vector representations for fast nearest neighbor search

WWW, pp. 929-938, 2012.

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Abstract:

Fast nearest neighbor search is necessary for a variety of large scale web applications such as information retrieval, nearest neighbor classification and nearest neighbor regression. Recently a number of machine learning algorithms have been proposed for representing the data to be searched as (short) bit vectors and then using hashing t...More

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