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Matrix Completion With Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling

Cai, HQ; Huang, LX; Li, PY; Needell, D

Huang, LX (通讯作者),Michigan State Univ, Dept Computat Math Sci & Engn, E Lansing, MI 48823 USA.;Huang, LX (通讯作者),Michigan State Univ, Dept Math, E Lansing, MI 48823 USA.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023; 45 (8): 10100

Abstract

While uniform sampling has been widely studied in the matrix completion literature, CUR sampling approximates a low-rank matrix via row and column sam......

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