CHAINED FEATURE SYNTHESIS AND DIMENSIONAL REDUCTION
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United States of America Patent
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Mar 28, 2024
app pub date -
Sep 26, 2022
filing date -
Sep 26, 2022
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Abstract
A method includes obtaining a first dataset including a first feature set, generating a first set of feature values by providing the first dataset to a set of feature primitive stacks, and determining a reduced set of feature values based on the first set of feature values by dimensionally reducing features of the first set of feature values. The method further includes generating an intermediate set of feature values by providing a value of the first dataset and a value of the reduced set of feature values to at least one feature primitive of the set of feature primitive stacks. The method further includes updating the reduced set of feature values by dimensionally reducing features of the intermediate set of feature values and storing a second dataset including features of the intermediate set of feature values in association with the first feature set.
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