Compressive Classification (Machine Learning without learning)

12/04/2018

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by   Vincent Schellekens, et al.

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Compressive learning is a framework where (so far unsupervised) learning tasks use not the entire dataset but a compressed summary (sketch) of it. We propose a compressive learning classification method, and a novel sketch function for images.