| 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 | 399 | 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 | 391 | 2007 |
| On the complexity analysis of randomized block-coordinate descent methods Z Lu, L Xiao Mathematical Programming 152, 615-642, 2015 | 258 | 2015 |
| Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 244* | 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 | 217 | 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 | 153 | 2015 |
| An accelerated proximal coordinate gradient method Q Lin, Z Lu, L Xiao Advances in Neural Information Processing Systems 27, 2014 | 153 | 2014 |
| An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical Programming 135, 149-193, 2012 | 151 | 2012 |
| Iterative reweighted minimization methods for regularized unconstrained nonlinear programming Z Lu Mathematical Programming 147 (1-2), 277-307, 2014 | 146 | 2014 |
| Smooth optimization approach for sparse covariance selection Z Lu SIAM Journal on Optimization 19 (4), 1807-1827, 2009 | 134 | 2009 |
| ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu Mathematics of Computation 82 (282), 995-1015, 2013 | 111 | 2013 |
| Fused multiple graphical lasso S Yang, Z Lu, X Shen, P Wonka, J Ye SIAM Journal on Optimization 25 (2), 916-943, 2015 | 109 | 2015 |
| Iterative hard thresholding methods for regularized convex cone programming Z Lu Mathematical Programming 147 (1-2), 125-154, 2014 | 107 | 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 | 105 | 2015 |
| Diagonal quadratic approximation for parallelization of analytical target cascading Y Li, Z Lu, JJ Michalek | 103 | 2008 |
| Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in neural information processing systems 24, 2011 | 100 | 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 | 78 | 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 | 72 | 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 | 69 | 2016 |
| Assessing the value of dynamic pricing in network revenue management D Zhang, Z Lu INFORMS Journal on Computing 25 (1), 102-115, 2013 | 66 | 2013 |
