Zhaosong Lu
Title
Cited by
Cited by
Year
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
2772007
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
2192013
On the complexity analysis of randomized block-coordinate descent methods
Z Lu, L Xiao
Mathematical Programming 152 (1-2), 615-642, 2015
1902015
Primal-dual first-order methods with iteration-complexity for cone programming
G Lan, Z Lu, RDC Monteiro
Mathematical Programming 126 (1), 1-29, 2011
1822011
Sparse approximation via penalty decomposition methods
Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
164*2013
An accelerated proximal coordinate gradient method
Q Lin, Z Lu, L Xiao
Advances in Neural Information Processing Systems, 3059-3067, 2014
1152014
Smooth optimization approach for sparse covariance selection
Z Lu
SIAM Journal on Optimization 19 (4), 1807-1827, 2009
1112009
An augmented Lagrangian approach for sparse principal component analysis
Z Lu, Y Zhang
Mathematical Programming 135 (1-2), 149-193, 2012
1042012
Diagonal quadratic approximation for parallelization of analytical target cascading
Y Li, Z Lu, JJ Michalek
Journal of Mechanical Design 130 (5), 2008
912008
ℓ₀ Minimization for wavelet frame based image restoration
Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
892013
Iterative reweighted minimization methods for regularized unconstrained nonlinear programming
Z Lu
Mathematical Programming 147 (1-2), 277-307, 2014
882014
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
832015
Penalty decomposition methods for rank minimization
Y Zhang, Z Lu
Advances in Neural Information Processing Systems, 46-54, 2011
722011
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
702015
Fused multiple graphical lasso
S Yang, Z Lu, X Shen, P Wonka, J Ye
SIAM Journal on Optimization 25 (2), 916-943, 2015
692015
Iterative hard thresholding methods for regularized convex cone programming
Z Lu
Mathematical Programming 147 (1-2), 125-154, 2014
682014
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
662004
Adaptive first-order methods for general sparse inverse covariance selection
Z Lu
SIAM Journal on Matrix Analysis and Applications 31 (4), 2000-2016, 2010
532010
Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression
Z Lu, RDC Monteiro, M Yuan
Mathematical Programming 131 (1-2), 163-194, 2012
482012
Assessing the value of dynamic pricing in network revenue management
D Zhang, Z Lu
INFORMS Journal on Computing 25 (1), 102-115, 2013
462013
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