most citedThe Non-convex Geometry of Low-rank Matrix Optimization

87 citations · 87 across the 1 of their papers we have counts for

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cs.IT2016★ 87 cited

The Non-convex Geometry of Low-rank Matrix Optimization

Qiuwei Li, Zhihui Zhu, Gongguo Tang

This work considers two popular minimization problems: (i) the minimization of a general convex function with the domain being positive semi-definite matrices; (ii)…