42 citations · 182 across the 23 of their papers we have counts for
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math.NA2017★ 38 cited
Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems
Tao Sun, Hao Jiang, Lizhi Cheng +1
In this paper, we consider solving a class of nonconvex and nonsmooth problems frequently appearing in signal processing and machine learning research. The traditional alternating…
math.NA2016
A note on alternating minimization algorithms: Bregman frame
Tao Sun, Lizhi Cheng
In this paper, we propose a Bregman frame for several classical alternating minimization algorithms. In the frame, these algorithms have uniform mathematical formulation. We also p…
math.NA2016
A note on the convergence of nonconvex line search
Tao Sun, Lizhi Chenga, Hao Jiang
In this note, we consider the line search for a class of abstract nonconvex algorithm which have been deeply studied in the Kurdyka-Lojasiewicz theory. We provide a weak convergenc…