Ting Kei Pong (龐鼎基)
Ting Kei Pong (龐鼎基)
Associate Professor, the Hong Kong Polytechnic University
Adresse e-mail validée de polyu.edu.hk - Page d'accueil
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Hankel matrix rank minimization with applications to system identification and realization
M Fazel, TK Pong, D Sun, P Tseng
SIAM. J. Matrix Anal. & Appl. 34 (3), 946–977, 2013
Global convergence of splitting methods for nonconvex composite optimization
G Li, TK Pong
SIAM J. Optim. 25, 2434-2460, 2015
Trace norm regularization: Reformulations, algorithms, and multi-task learning
TK Pong, P Tseng, S Ji, J Ye
SIAM Journal on Optimization 20 (6), 3465-3489, 2009
Calculus of the exponent of Kurdyka–Łojasiewicz inequality and its applications to linear convergence of first-order methods
G Li, TK Pong
Foundations of Computational Mathematics 18 (5), 1199-1232, 2018
Constraint qualifications for convex inequality systems with applications in constrained optimization
C Li, KF Ng, TK Pong
SIAM J. Optim 19 (1), 163-187, 2008
Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction
L Yang, TK Pong, X Chen
SIAM Journal on Imaging Sciences 10 (1), 74–110, 2017
Douglas-Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems
G Li, TK Pong
Mathematical Programming 159, 371-401, 2016
A proximal difference-of-convex algorithm with extrapolation
B Wen, X Chen, TK Pong
Computational Optimization and Applications 69 (2), 297-324, 2018
The SECQ, linear regularity, and the strong CHIP for an infinite system of closed convex sets in normed linear spaces
C Li, KF Ng, TK Pong
SIAM Journal on Optimization 18 (2), 643-665, 2007
The Generalized Trust Region Subproblem
TK Pong, H Wolkowicz
Computational Optimization and Applications 58 (2), 273-322, 2014
Linear convergence of proximal gradient algorithm with extrapolation for a class of nonconvex nonsmooth minimization problems
B Wen, X Chen, TK Pong
SIAM Journal on Optimization 27 (1), 124-145, 2017
Gauge optimization and duality
MP Friedlander, I Macedo, TK Pong
SIAM Journal on Optimization 24, 1999–2022, 2014
Penalty methods for a class of non-Lipschitz optimization problems
X Chen, Z Lu, TK Pong
SIAM Journal on Optimization 26 (3), 1465–1492, 2016
An Alternating Direction Method for Finding Dantzig Selectors
Z Lu, TK Pong, Y Zhang
Computational Statistics and Data Analysis 56 (12), 4037-4046, 2012
Two-stage stochastic variational inequalities: an ERM-solution procedure
X Chen, TK Pong, RJB Wets
Mathematical Programming 165, 71-111, 2017
Further properties of the forward–backward envelope with applications to difference-of-convex programming
T Liu, TK Pong
Computational Optimization and Applications 67 (3), 489-520, 2017
(Robust) Edge-based semidefinite programming relaxation of sensor network localization
TK Pong, P Tseng
Mathematical programming 130 (2), 321-358, 2011
A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems
T Liu, TK Pong, A Takeda
Mathematical Programming 176, 339-367, 2019
Minimizing condition number via convex programming
Z Lu, TK Pong
SIAM. J. Matrix Anal. & Appl. 32 (4), 1193–1211, 2011
Computing Optimal Experimental Designs via Interior Point Method
Z Lu, TK Pong
SIAM. J. Matrix Anal. & Appl. 34 (4), 1556-1580, 2013
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