Zhaosong Lu, Ph.D. - Publications

Affiliations: 
2005 Georgia Institute of Technology, Atlanta, GA 
Area:
Operations Research

38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Liu T, Lu Z, Chen X, Dai YH. An exact penalty method for semidefinite-box-constrained low-rank matrix optimization problems Ima Journal of Numerical Analysis. 40: 563-586. DOI: 10.1093/Imanum/Dry069  0.475
2019 Lu Z, Zhou Z. Nonmonotone enhanced proximal DC algorithms for a class of structured nonsmooth DC programming Siam Journal On Optimization. 29: 2725-2752. DOI: 10.1137/18M1214342  0.334
2018 Lu Z, Zhou Z, Sun Z. Enhanced proximal DC algorithms with extrapolation for a class of structured nonsmooth DC minimization Mathematical Programming. 176: 369-401. DOI: 10.1007/S10107-018-1318-9  0.396
2017 Lu Z, Xiao L. A Randomized Nonmonotone Block Proximal Gradient Method for a Class of Structured Nonlinear Programming Siam Journal On Numerical Analysis. 55: 2930-2955. DOI: 10.1137/16M1110182  0.474
2017 Lu Z. Randomized Block Proximal Damped Newton Method for Composite Self-Concordant Minimization Siam Journal On Optimization. 27: 1910-1942. DOI: 10.1137/16M1082767  0.485
2017 Chen X, Guo L, Lu Z, Ye JJ. An Augmented Lagrangian Method for Non-Lipschitz Nonconvex Programming Siam Journal On Numerical Analysis. 55: 168-193. DOI: 10.1137/15M1052834  0.508
2016 Chen X, Lu Z, Pong TK. Penalty Methods for a Class of Non-Lipschitz Optimization Problems Siam Journal On Optimization. 26: 1465-1492. DOI: 10.1137/15M1028054  0.481
2015 Lin Q, Lu Z, Xiao L. An Accelerated Randomized Proximal Coordinate Gradient Method and its Application to Regularized Empirical Risk Minimization Siam Journal On Optimization. 25: 2244-2273. DOI: 10.1137/141000270  0.491
2015 Ulbrich M, Wen Z, Yang C, Klöckner D, Lu Z. A Proximal Gradient Method For Ensemble Density Functional Theory Siam Journal On Scientific Computing. 37. DOI: 10.1137/14098973X  0.381
2015 Wang Z, Lai MJ, Lu Z, Fan W, Davulcu H, Ye J. Orthogonal rank-one matrix pursuit for low rank matrix completion Siam Journal On Scientific Computing. 37: A488-A514. DOI: 10.1137/130934271  0.396
2015 Xu F, Lu Z, Xu Z. An efficient optimization approach for a cardinality-constrained index tracking problem Optimization Methods and Software. DOI: 10.1080/10556788.2015.1062891  0.443
2015 Lu Z, Zhang Y, Li X. Penalty decomposition methods for rank minimization Optimization Methods & Software. 30: 531-558. DOI: 10.1080/10556788.2014.936438  0.505
2015 Lu Z, Xiao L. On the complexity analysis of randomized block-coordinate descent methods Mathematical Programming. 152: 615-642. DOI: 10.1007/S10107-014-0800-2  0.479
2013 Gong P, Zhang C, Lu Z, Huang JZ, Ye J. A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 28: 37-45. PMID 25285330  0.405
2013 Zhang D, Lu Z. Assessing the Value of Dynamic Pricing in Network Revenue Management Informs Journal On Computing. 25: 102-115. DOI: 10.1287/Ijoc.1110.0488  0.323
2013 Lu Z, Pong TK. Computing optimal experimental designs via interior point method Siam Journal On Matrix Analysis and Applications. 34: 1556-1580. DOI: 10.1137/120895093  0.463
2013 Lu Z, Zhang Y. Sparse Approximation via Penalty Decomposition Methods Siam Journal On Optimization. 23: 2448-2478. DOI: 10.1137/100808071  0.468
2013 Lu Z. Primal-dual first-order methods for a class of cone programming Optimization Methods and Software. 28: 1262-1281. DOI: 10.1080/10556788.2012.697901  0.499
2013 Lu Z. Iterative reweighted minimization methods for lp regularized unconstrained nonlinear programming Mathematical Programming. 147: 277-307. DOI: 10.1007/S10107-013-0722-4  0.505
2013 Lu Z. Iterative hard thresholding methods for l0 regularized convex cone programming Mathematical Programming. 147: 125-154. DOI: 10.1007/S10107-013-0714-4  0.498
2012 Lu Z, Pong TK, Zhang Y. An alternating direction method for finding Dantzig selectors Computational Statistics and Data Analysis. 56: 4037-4046. DOI: 10.1016/J.Csda.2012.04.019  0.403
2012 Lu Z, Zhang Y. An Augmented Lagrangian Approach for Sparse Principal Component Analysis Mathematical Programming. 135: 149-193. DOI: 10.1007/S10107-011-0452-4  0.358
2012 Lu Z, Monteiro RDC, Yuan M. Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression Mathematical Programming. 131: 163-194. DOI: 10.1007/S10107-010-0350-1  0.434
2011 Lu Z, Pong TK. Minimizing condition number via convex programming Siam Journal On Matrix Analysis and Applications. 32: 1193-1211. DOI: 10.1137/100795097  0.528
2011 Lu Z. Robust portfolio selection based on a joint ellipsoidal uncertainty set Optimization Methods and Software. 26: 89-104. DOI: 10.1080/10556780903334682  0.396
2011 Lu Z. A computational study on robust portfolio selection based on a joint ellipsoidal uncertainty set Mathematical Programming. 126: 193-201. DOI: 10.1007/S10107-009-0271-Z  0.37
2011 Lan G, Lu Z, Monteiro RDC. Primal-dual first-order methods with O(1/∈) iteration-complexity for cone programming Mathematical Programming. 126: 1-29. DOI: 10.1007/S10107-008-0261-6  0.616
2009 Lu Z. Adaptive first-order methods for general sparse inverse covariance selection Siam Journal On Matrix Analysis and Applications. 31: 2000-2016. DOI: 10.1137/080742531  0.474
2009 Lu Z, Monteiro RDC, O'Neal JW. An iterative solver-based long-step infeasible primal-dual path-following algorithm for convex QP based on a class of preconditioners Optimization Methods and Software. 24: 123-143. DOI: 10.1080/10556780802414049  0.473
2008 Lu Z. Smooth optimization approach for sparse covariance selection Siam Journal On Optimization. 19: 1807-1827. DOI: 10.1137/070695915  0.497
2007 Yuan M, Ekici A, Lu Z, Monteiro R. Dimension reduction and coefficient estimation in multivariate linear regression Journal of the Royal Statistical Society. Series B: Statistical Methodology. 69: 329-346. DOI: 10.1111/J.1467-9868.2007.00591.X  0.377
2007 Lu Z, Monteiro RDC. Limiting behavior of the Alizadeh-Haeberly-Overton weighted paths in semidefinite programming Optimization Methods & Software. 22: 849-870. DOI: 10.1080/10556780701374633  0.462
2007 Lu Z, Nemirovski A, Monteiro RDC. Large-scale semidefinite programming via a saddle point Mirror-Prox algorithm Mathematical Programming. 109: 211-237. DOI: 10.1007/S10107-006-0031-2  0.605
2007 Lu Z, Monteiro RDC. A modified nearly exact method for solving low-rank trust region subproblem Mathematical Programming. 109: 385-411. DOI: 10.1007/S10107-006-0025-0  0.495
2006 Lu Z, Monteiro RDC, O'Neal JW. An Iterative Solver-Based Infeasible Primal-Dual Path-Following Algorithm for Convex Quadratic Programming Siam Journal On Optimization. 17: 287-310. DOI: 10.1137/04060771X  0.479
2005 Lu Z, Monteiro RDC. Error Bounds and Limiting Behavior of Weighted Paths Associated with the SDP Map X 1/2 SX 1/2 Siam Journal On Optimization. 15: 348-374. DOI: 10.1137/S1052623403430828  0.42
2005 Lu Z, Monteiro RDC. A Note on the Local Convergence of a Predictor-Corrector Interior-Point Algorithm for the Semidefinite Linear Complementarity Problem Based on the Alizadeh-Haeberly-Overton Search Direction Siam Journal On Optimization. 15: 1147-1154. DOI: 10.1137/04060531X  0.443
2004 Meneses CN, Lu Z, Oliveira CAS, Pardalos PM. Optimal Solutions for the Closest-String Problem via Integer Programming Informs Journal On Computing. 16: 419-429. DOI: 10.1287/Ijoc.1040.0090  0.434
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