most citedKnowledge Transfer across Multiple Principal Component Analysis Studies

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stat.ML2024

Representational Transfer Learning for Matrix Completion

Yong He, Zeyu Li, Dong Liu +2

We propose to transfer representational knowledge from multiple sources to a target noisy matrix completion task by aggregating singular subspaces information. Under our representa…

stat.ML2024★ 1 cited

Knowledge Transfer across Multiple Principal Component Analysis Studies

Zeyu Li, Kangxiang Qin, Yong He +2

Transfer learning has aroused great interest in the statistical community. In this article, we focus on knowledge transfer for unsupervised learning tasks in contrast to the superv…