316 citations · 760 across the 38 of their papers we have counts for
Showing 2017 · math.OCShow all
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math.OC2017
Iteratively reweighted algorithms with extrapolation
Peiran Yu, Ting Kei Pong
Iteratively reweighted algorithm is a popular algorithm for solving a large class of optimization problems whose objective is the sum of a Lipschitz differentiable loss fu…
math.OC2017★ 5 cited
A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems
Tianxiang Liu, Ting Kei Pong, Akiko Takeda
We consider a class of nonconvex nonsmooth optimization problems whose objective is the sum of a smooth function and a finite number of nonnegative proper closed possibly nonsmooth…
math.OC2017★ 1 cited
A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems
Lei Yang, Ting Kei Pong, Xiaojun Chen
In this paper we consider a general matrix factorization model which covers a large class of existing models with many applications in areas such as machine learning and imaging sc…