Norm-Ranging LSH for Maximum Inner Product Search

Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng

Neural Information Processing Systems 

MIPS is a challenging problem as modern datasets often have high dimensionality and large cardinality. Initially, tree-based methods [Ram and Gray, 2012, Koenigstein et al., 2012] were proposed for MIPS, which use the idea of branch and bound similar to k-d tree [Friedman and Tukey, 1974].

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