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math.NA2018
Exploiting the structure effectively and efficiently in low rank matrix recovery
Jian-Feng Cai, Ke Wei
Low rank model arises from a wide range of applications, including machine learning, signal processing, computer algebra, computer vision, and imaging science. Low rank matrix reco…
cs.IT2018
Towards the optimal construction of a loss function without spurious local minima for solving quadratic equations
Zhenzhen Li, Jian-Feng Cai, Ke Wei
The problem of finding a vector which obeys a set of quadratic equations , , plays an important role in many applications. In this paper we co…