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- W1575370549 abstract "We consider the problem of designing locality sensitive hashes (LSH) for inner product similarity, and of the power of asymmetric hashes in this context. Shrivastava and Li argue that there is no symmetric LSH for the problem and propose an asymmetric LSH based on different mappings for query and database points. However, we show there does exist a simple symmetric LSH that enjoys stronger guarantees and better empirical performance than the asymmetric LSH they suggest. We also show a variant of the settings where asymmetry is in-fact needed, but there a different asymmetric LSH is required." @default.
- W1575370549 created "2016-06-24" @default.
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- W1575370549 date "2014-10-21" @default.
- W1575370549 modified "2023-09-27" @default.
- W1575370549 title "On Symmetric and Asymmetric LSHs for Inner Product Search" @default.
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