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02/04/2023
Rank-based linkage I: triplet comparisons and oriented simplicial complexes
Rank-based linkage is a new tool for summarizing a collection S of objec...
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04/03/2022
Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022
Topological Data Analysis (TDA) is a rigorous framework that borrows tec...
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01/30/2022
Empirical complexity of comparator-based nearest neighbor descent
A Java parallel streams implementation of the K-nearest neighbor descent...
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08/19/2021
Partitioned K-nearest neighbor local depth for scalable comparison-based learning
A triplet comparison oracle on a set S takes an object x ∈ S and for any...
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08/20/2019
K-Nearest Neighbor Approximation Via the Friend-of-a-Friend Principle
Suppose V is an n-element set where for each x ∈ V, the elements of V ∖{...
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10/04/2018