LEMP is a tool for maximum inner product search, i.e., efficiently retrieving large entries in the product of two given large matrices. This problem arises in a number of data mining and information retrieval tasks. A detailed description of LEMP and its applications can be found in our SIGMOD 2015 paper and our TODS 2017 article.
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