Questions tagged [metric-learning]

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How to measure the distance betw. instances with individual subsets of attributes depending on the istance?

in my case I have a data set with 15 examples, and each has 100 attributes. I want to use these 15 examples to classifiy unseen examples based on the similarity/distance between them. The ...
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Continuous ground truth in supervised (metric) learning?

I am writing my thesis in the field of (deep) metric learning (DML). I am training a network in the fashion of contrastive / triplet Siamese networks to learn similarity and dissimilarity of inputs. ...