Articles with "quality sources" as a keyword



Optimal Sample Acquisition for Optimally Weighted PCA From Heterogeneous Quality Sources

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Published in 2025 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2025.3550280

Abstract: Modern high-dimensional datasets are often formed by acquiring samples from multiple sources having heterogeneous quality, i.e., some sources are noisier than others. Collecting data in this manner raises the following natural question: what is the… read more here.

Keywords: optimal sample; optimally weighted; quality sources; weighted pca ... See more keywords