Semblance: An empirical similarity kernel on probability spaces

Authors: Divyansh Agarwal, Nancy R. Zhang

Published: 2019-12-05

DOI: 10.1126/sciadv.aau9630

Source: Full article

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Abstract

Semblance uses empirical data distributions to improve the sensitivity and robustness in downstream machine learning algorithms.