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Compression for Quadratic Similarity Queries: Finite Blocklength and Practical Schemes

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We study the problem of compression for the purpose of similarity identification, where similarity is measured by the mean square Euclidean distance between vectors. While the asymptotical fundamental limits of the problem - the minimal compression rate and th... ...