DETERMINING SIMILARITY SAMPLES USING A MACHINE LEARNING OPERATION WITH CLUSTERING
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United States of America Patent
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Issued Date -
Apr 10, 2025
app pub date -
Oct 6, 2023
filing date -
Oct 6, 2023
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Abstract
Systems, methods, and software can be used to determine similarity samples. In some aspects, a method includes: obtaining a first feature vector of a sample; processing the first feature vector through a plurality of dimensionality reduction processes, wherein each of the plurality of dimensionality reduction processes generates a respective second feature vector, each of the second feature vectors has a smaller dimension than a dimension of the first feature vector; for each of the second feature vectors, determining an intermediate set of similarity samples; generating a plurality of clusters based on the intermediate sets of similarity samples; and generating an output set of similarity samples based on the plurality of clusters.
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