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05/29/2023
Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming
K-means clustering is a widely used machine learning method for identify...
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09/29/2022
Likelihood adjusted semidefinite programs for clustering heterogeneous data
Clustering is a widely deployed unsupervised learning tool. Model-based ...
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09/14/2022
Wasserstein K-means for clustering probability distributions
Clustering is an important exploratory data analysis technique to group ...
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01/20/2022