mlsanityData to 7 Oct 2026

Adaptive Singular Value Thresholding

arXiv 1705.00715 ↗First posted 1 May 2017math.OCcited by 1

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Abstract (arXiv)

In this paper, we propose an Adaptive Singular Value Thresholding (ASVT) for low rank recovery under affine constraints. Unlike previous iterative methods that the threshold level is independent of the iteration number, in our proposed method, the threshold in adaptively decreases during iterations. The simulation results reveal that we get better performance with this thresholding strategy.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 1 May 2017.

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  1. 2026Hybrid Methods for Robust Tabular Data Imputationcited by 0