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
385 2013 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
379 2007 On the complexity analysis of randomized block-coordinate descent methods Z Lu, L Xiao
Mathematical Programming 152, 615-642, 2015
251 2015 Sparse approximation via penalty decomposition methods Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
236 * 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
213 2011 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
154 2015 An accelerated proximal coordinate gradient method Q Lin, Z Lu, L Xiao
Advances in Neural Information Processing Systems 27, 2014
154 2014 An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang
Mathematical Programming 135, 149-193, 2012
145 2012 Iterative reweighted minimization methods for regularized unconstrained nonlinear programming Z Lu
Mathematical Programming 147 (1-2), 277-307, 2014
142 2014 Smooth optimization approach for sparse covariance selection Z Lu
SIAM Journal on Optimization 19 (4), 1807-1827, 2009
135 2009 ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
109 2013 Fused multiple graphical lasso S Yang, Z Lu, X Shen, P Wonka, J Ye
SIAM Journal on Optimization 25 (2), 916-943, 2015
107 2015 Iterative hard thresholding methods for regularized convex cone programming Z Lu
Mathematical Programming 147 (1-2), 125-154, 2014
106 2014 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
101 2015 Diagonal quadratic approximation for parallelization of analytical target cascading Y Li, Z Lu, JJ Michalek
100 2008 Penalty decomposition methods for rank minimization Y Zhang, Z Lu
Advances in neural information processing systems 24, 2011
99 2011 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
74 2014 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
71 2004 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
64 2016 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
63 2012