Efficient binary embedding of categorical data using BinSketch
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DOI: 10.1007/s10618-021-00815-y
Abstract: In this work, we present a dimensionality reduction algorithm, aka. sketching, for categorical datasets. Our proposed sketching algorithm Cabin constructs low-dimensional binary sketches from high-dimensional categorical vectors, and our distance estimation algorithm Cham computes a… read more here.
Keywords: embedding categorical; binary embedding; using binsketch; categorical data ... See more keywords