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20232025
most citedFair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint

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stat.ML2023★ 1 cited

Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint

Junghyun Lee, Hanseul Cho, Se-Young Yun +1

Fair Principal Component Analysis (PCA) is a problem setting where we aim to perform PCA while making the resulting representation fair in that the projected distributions, conditi…