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math.OC2021
Solving Large Scale Quadratic Constrained Basis Pursuit
Jirong Yi
Inspired by alternating direction method of multipliers and the idea of operator splitting, we propose a efficient algorithm for solving large-scale quadratically constrained basis…
math.OC2018★ 1 cited
Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery
Jirong Yi, Weiyu Xu
Low-rank matrix recovery has found many applications in science and engineering such as machine learning, signal processing, collaborative filtering, system identification, and Euc…