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cs.LG2024
Implicit Regularization Paths of Weighted Neural Representations
Jin-Hong Du, Pratik Patil
We study the implicit regularization effects induced by (observation) weighting of pretrained features. For weight and feature matrices of bounded operator norms that are infinites…
cs.LG2024★ 1 cited
Distance-Preserving Representations for Genomic Spatial Reconstruction
Wenbin Zhou, Jin-Hong Du
The spatial context of single-cell gene expression data is crucial for many downstream analyses, yet often remains inaccessible due to practical and technical limitations, restrict…