Open AccessSemblance: An empirical similarity kernel on probability spaces
Author(s) -
Divyansh Agarwal,
Nancy Zhang
Publication year - 2019
Publication title -
science advances
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.928
H-Index - 146
ISSN - 2375-2548
DOI - 10.1126/sciadv.aau9630
Subject(s) - similarity (geometry) , kernel (algebra) , computer science , artificial intelligence , mathematics , pattern recognition (psychology) , combinatorics , image (mathematics)
Semblance uses empirical data distributions to improve the sensitivity and robustness in downstream machine learning algorithms.
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