Works (1)
Updated: April 11th, 2023 10:13
2021 journal article
Normal-Bundle Bootstrap
SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE, 3(2), 573–592.
author keywords: probabilistic learning; data manifold; dynamical systems; resampling; data augmentation
TL;DR:
Normal-bundle bootstrap (NBB) is presented, a method that generates new data which preserve the geometric structure of a given data set and applies the method to the inference of density ridge and related statistics, and data augmentation to reduce overfitting.
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epubs.siam.org (publisher PDF)
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Added: July 26, 2021
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