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Minimum-Distortion Embedding
[article]
2021
arXiv
pre-print
We consider the vector embedding problem. We are given a finite set of items, with the goal of assigning a representative vector to each one, possibly under some constraints (such as the collection of vectors being standardized, i.e., having zero mean and unit covariance). We are given data indicating that some pairs of items are similar, and optionally, some other pairs are dissimilar. For pairs of similar items, we want the corresponding vectors to be near each other, and for dissimilar
arXiv:2103.02559v4
fatcat:43cn3oeq3zdbtbq2h25upsvufi