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Zhaosong Lu
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A general iterative shrinkage and thresholding algorithm for non-convex regularized optimization problems
P Gong, C Zhang, Z Lu, J Huang, J Ye
international conference on machine learning, 37-45, 2013
3902013
Dimension reduction and coefficient estimation in multivariate linear regression
M Yuan, A Ekici, Z Lu, R Monteiro
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2007
3852007
On the complexity analysis of randomized block-coordinate descent methods
Z Lu, L Xiao
Mathematical Programming 152, 615-642, 2015
2532015
Sparse approximation via penalty decomposition methods
Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
239*2013
Primal-dual first-order methods with iteration-complexity for cone programming
G Lan, Z Lu, RDC Monteiro
Mathematical Programming 126 (1), 1-29, 2011
2142011
An accelerated proximal coordinate gradient method
Q Lin, Z Lu, L Xiao
Advances in Neural Information Processing Systems 27, 2014
1562014
An accelerated randomized proximal coordinate gradient method and its application to regularized empirical risk minimization
Q Lin, Z Lu, L Xiao
SIAM Journal on Optimization 25 (4), 2244-2273, 2015
1552015
An augmented Lagrangian approach for sparse principal component analysis
Z Lu, Y Zhang
Mathematical Programming 135, 149-193, 2012
1462012
Iterative reweighted minimization methods for regularized unconstrained nonlinear programming
Z Lu
Mathematical Programming 147 (1-2), 277-307, 2014
1442014
Smooth optimization approach for sparse covariance selection
Z Lu
SIAM Journal on Optimization 19 (4), 1807-1827, 2009
1352009
ℓ₀ Minimization for wavelet frame based image restoration
Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
1102013
Fused multiple graphical lasso
S Yang, Z Lu, X Shen, P Wonka, J Ye
SIAM Journal on Optimization 25 (2), 916-943, 2015
1082015
Iterative hard thresholding methods for regularized convex cone programming
Z Lu
Mathematical Programming 147 (1-2), 125-154, 2014
1072014
Orthogonal rank-one matrix pursuit for low rank matrix completion
Z Wang, MJ Lai, Z Lu, W Fan, H Davulcu, J Ye
SIAM Journal on Scientific Computing 37 (1), A488-A514, 2015
1012015
Diagonal quadratic approximation for parallelization of analytical target cascading
Y Li, Z Lu, JJ Michalek
1012008
Penalty decomposition methods for rank minimization
Y Zhang, Z Lu
Advances in neural information processing systems 24, 2011
1002011
Rank-one matrix pursuit for matrix completion
Z Wang, MJ Lai, Z Lu, W Fan, H Davulcu, J Ye
International Conference on Machine Learning, 91-99, 2014
752014
Optimal solutions for the closest-string problem via integer programming
CN Meneses, Z Lu, CAS Oliveira, PM Pardalos
INFORMS Journal on Computing 16 (4), 419-429, 2004
712004
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
642016
Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression
Z Lu, RDC Monteiro, M Yuan
Mathematical Programming 131 (1), 163-194, 2012
642012
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