| Convex Optimization S Boyd, L Vandenberghe Cambridge University Press, 2004 | 85180 | 2004 |
| Linear matrix inequalities in system and control theory S Boyd, L El Ghaoui, E Feron, V Balakrishnan Philadelphia, USA: SIAM 15, 1994 | 31328 | 1994 |
| Distributed optimization and statistical learning via the alternating direction method of multipliers S Boyd, N Parikh, E Chu, B Peleato, J Eckstein Now Publishers Inc 3, 1-122, 2011 | 26688* | 2011 |
| CVX: Matlab software for disciplined convex programming M Grant, S Boyd, Y Ye | 17109 | 2008 |
| Semidefinite programming L Vandenberghe, S Boyd SIAM review 38 (1), 49-95, 1996 | 6354 | 1996 |
| Enhancing Sparsity by Reweighted l1 Minimization EJ Candes, MB Wakin, SP Boyd | 6311* | 2007 |
| Proximal Algorithms N Parikh, SP Boyd Foundations and Trends in optimization 1 (3), 127-239, 2014 | 6255 | 2014 |
| Graph implementations for nonsmooth convex programs MC Grant, SP Boyd Recent advances in learning and control, 95-110, 2008 | 3945 | 2008 |
| CVXPY: A Python-embedded modeling language for convex optimization S Diamond, S Boyd Journal of Machine Learning Research 17 (83), 1-5, 2016 | 3893 | 2016 |
| Fast linear iterations for distributed averaging L Xiao, S Boyd Systems & Control Letters 53 (1), 65-78, 2004 | 3520 | 2004 |
| Applications of second-order cone programming MS Lobo, L Vandenberghe, S Boyd, H Lebret Linear algebra and its applications 284 (1-3), 193-228, 1998 | 3192 | 1998 |
| Randomized gossip algorithms S Boyd, A Ghosh, B Prabhakar, D Shah IEEE transactions on information theory 52 (6), 2508-2530, 2006 | 3074 | 2006 |
| An Interior-Point Method for Large-Scale l1-Regularized Least Squares SJ Kim, K Koh, M Lustig, S Boyd, D Gorinevsky Selected Topics in Signal Processing, IEEE Journal of 1 (4), 606-617, 2007 | 2907* | 2007 |
| Linear controller design: limits of performance SP Boyd, CH Barratt Prentice Hall, 1991 | 2286 | 1991 |
| Simple accurate expressions for planar spiral inductances SS Mohan, M del Mar Hershenson, SP Boyd, TH Lee IEEE Journal of solid-state circuits 34 (10), 1419-1424, 2002 | 2279 | 2002 |
| A scheme for robust distributed sensor fusion based on average consensus L Xiao, S Boyd, S Lall IPSN 2005. Fourth International Symposium on Information Processing in …, 2005 | 1889 | 2005 |
| OSQP: An operator splitting solver for quadratic programs B Stellato, G Banjac, P Goulart, A Bemporad, S Boyd Mathematical Programming Computation 12 (4), 637-672, 2020 | 1820 | 2020 |
| Fast model predictive control using online optimization Y Wang, S Boyd IEEE Transactions on control systems technology 18 (2), 267-278, 2009 | 1749 | 2009 |
| A tutorial on geometric programming S Boyd, SJ Kim, L Vandenberghe, A Hassibi Optimization and engineering 8 (1), 67-127, 2007 | 1609 | 2007 |
| A differential equation for modeling Nesterov's accelerated gradient method: Theory and insights W Su, S Boyd, EJ Candes Journal of Machine Learning Research 17 (153), 1-43, 2016 | 1581 | 2016 |
Lieven VandenbergheUCLAVerified email at ucla.edu
