Stephen P. Boyd - Publications

Affiliations: 
Electrical Engineering Stanford University, Palo Alto, CA 

98 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
2016 O’Donoghue B, Chu E, Parikh N, Boyd S. Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding Journal of Optimization Theory and Applications. 1-27. DOI: 10.1007/s10957-016-0892-3  1
2016 Udell M, Boyd S. Bounding duality gap for separable problems with linear constraints Computational Optimization and Applications. 1-24. DOI: 10.1007/s10589-015-9819-4  1
2016 Boyd S, Hast M, Åström KJ. MIMO PID tuning via iterated LMI restriction International Journal of Robust and Nonlinear Control. 26: 1718-1731. DOI: 10.1002/rnc.3376  1
2015 Ning L, Georgiou TT, Tannenbaum A, Boyd SP. Linear Models Based on Noisy Data and the Frisch Scheme. Siam Review. Society For Industrial and Applied Mathematics. 57: 167-197. PMID 27168672 DOI: 10.1137/130921179  1
2015 Hallac D, Leskovec J, Boyd S. Network lasso: Clustering and optimization in large graphs Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 387-396. DOI: 10.1145/2783258.2783313  1
2015 Vaya MG, Andersson G, Boyd S. Decentralized control of plug-in electric vehicles under driving uncertainty Ieee Pes Innovative Smart Grid Technologies Conference Europe. 2015. DOI: 10.1109/ISGTEurope.2014.7028989  1
2015 Shenoy S, Gorinevsky D, Boyd S. Non-parametric regression modeling for stochastic optimization of power grid load forecast Proceedings of the American Control Conference. 2015: 1010-1015. DOI: 10.1109/ACC.2015.7170865  1
2015 Boyd S, Diaconis P, Parrilo P, Xiao L. Symmetry analysis of reversible markov chains Internet Mathematics. 2: 31-71. DOI: 10.1080/15427951.2005.10129100  1
2015 Moehle N, Boyd S. Optimal current waveforms for brushless permanent magnet motors International Journal of Control. 88: 1389-1399. DOI: 10.1080/00207179.2015.1012558  1
2015 Moehle N, Boyd S. A perspective-based convex relaxation for switched-affine optimal control Systems and Control Letters. 86: 34-40. DOI: 10.1016/j.sysconle.2015.09.002  1
2015 Giselsson P, Boyd S. Metric selection in fast dual forward-backward splitting Automatica. 62: 1-10. DOI: 10.1016/j.automatica.2015.09.010  1
2015 Lipp T, Boyd S. Variations and extension of the convex–concave procedure Optimization and Engineering. DOI: 10.1007/s11081-015-9294-x  1
2015 Hovgaard TG, Boyd S, Jørgensen JB. Model predictive control for wind power gradients Wind Energy. 18: 991-1006. DOI: 10.1002/we.1742  1
2015 Wang Y, O'Donoghue B, Boyd S. Approximate dynamic programming via iterated Bellman inequalities International Journal of Robust and Nonlinear Control. 25: 1472-1496. DOI: 10.1002/rnc.3152  1
2015 Skaf J, Boyd SP. Controller coefficient truncation using Lyapunov performance certificate 2007 European Control Conference, Ecc 2007. 4699-4706. DOI: 10.1002/rnc.1577  1
2015 Ali A, Kolter JZ, Diamond S, Boyd S. Disciplined convex stochastic programming: A new framework for stochastic optimization Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 62-71.  1
2015 Samar S, Boyd S, Gorinevsky D. Distributed estimation via dual decomposition 2007 European Control Conference, Ecc 2007. 1511-1516.  1
2014 Chakrabarti S, Kraning M, Chu E, Baldick R, Boyd S. Security Constrained Optimal Power Flow via proximal message passing 2014 Clemson University Power Systems Conference, Psc 2014. DOI: 10.1109/PSC.2014.6808131  1
2014 Udell M, Mohan K, Zeng D, Hong J, Diamond S, Boyd S. Convex optimization in Julia Proceedings of Hptcdl 2014: 1st Workshop For High Performance Technical Computing in Dynamic Languages - Held in Conjunction With Sc 2014: the International Conference For High Performance Computing, Networking, Storage and Analysis. 18-28. DOI: 10.1109/HPTCDL.2014.5  1
2014 Giselsson P, Boyd S. Monotonicity and restart in fast gradient methods Proceedings of the Ieee Conference On Decision and Control. 2015: 5058-5063. DOI: 10.1109/CDC.2014.7040179  1
2014 Giselsson P, Boyd S. Preconditioning in fast dual gradient methods Proceedings of the Ieee Conference On Decision and Control. 2015: 5040-5045. DOI: 10.1109/CDC.2014.7040176  1
2014 Giselsson P, Boyd S. Diagonal scaling in Douglas-Rachford splitting and ADMM Proceedings of the Ieee Conference On Decision and Control. 2015: 5033-5039. DOI: 10.1109/CDC.2014.7040175  1
2014 Lipp T, Boyd S. Minimum-time speed optimisation over a fixed path International Journal of Control. 87: 1297-1311. DOI: 10.1080/00207179.2013.875224  1
2014 Parikh N, Boyd S. Block splitting for distributed optimization Mathematical Programming Computation. 6: 77-102. DOI: 10.1007/s12532-013-0061-8  1
2014 Ryu EK, Boyd SP. Extensions of Gauss Quadrature Via Linear Programming Foundations of Computational Mathematics. 15: 953-971. DOI: 10.1007/s10208-014-9197-9  1
2014 Keshavarz A, Boyd S. Quadratic approximate dynamic programming for input-affine systems International Journal of Robust and Nonlinear Control. 24: 432-449. DOI: 10.1002/rnc.2894  1
2014 Parameswaran A, Boyd S, Garcia-Molina H, Gupta A, Polyzotis N, Widom J. Optimal crowd-powered rating and filtering algorithms Proceedings of the Vldb Endowment. 7: 685-696.  1
2014 Su W, Boyd S, Candès EJ. A differential equation for modeling Nesterov's accelerated gradient method: Theory and Insights Advances in Neural Information Processing Systems. 3: 2510-2518.  1
2013 O'Donoghue B, Stathopoulos G, Boyd S. A splitting method for optimal control Ieee Transactions On Control Systems Technology. 21: 2432-2442. DOI: 10.1109/TCST.2012.2231960  1
2013 Kashima T, Boyd SP. Cost optimal operation of thermal energy storage system with real-time prices 2013 International Conference On Control, Automation and Information Sciences, Iccais 2013. 233-237. DOI: 10.1109/ICCAIS.2013.6720560  1
2013 Hovgaard TG, Boyd S, Larsen LFS, Jørgensen JB. Nonconvex model predictive control for commercial refrigeration International Journal of Control. 86: 1349-1366. DOI: 10.1080/00207179.2012.742207  1
2013 Van Belle V, Neven P, Harvey V, Van Huffel S, Suykens JAK, Boyd S. Risk group detection and survival function estimation for interval coded survival methods Neurocomputing. 112: 200-210. DOI: 10.1016/j.neucom.2012.12.049  1
2013 Chu E, Keshavarz A, Boyd S. A distributed algorithm for fitting generalized additive models Optimization and Engineering. 14: 213-224. DOI: 10.1007/s11081-013-9215-9  1
2013 Hovgaard TG, Larsen LFS, Jorgensen JB, Boyd S. MPC for wind power gradients - Utilizing forecasts, rotor inertia, and central energy storage 2013 European Control Conference, Ecc 2013. 4071-4076.  1
2013 Hast M, Astrom KJ, Bernhardsson B, Boyd S. PID design by convex-concave optimization 2013 European Control Conference, Ecc 2013. 4460-4465.  1
2013 Domahidi A, Chu E, Boyd S. ECOS: An SOCP solver for embedded systems 2013 European Control Conference, Ecc 2013. 3071-3076.  1
2013 Chu E, Parikh N, Domahidi A, Boyd S. Code generation for embedded second-order cone programming 2013 European Control Conference, Ecc 2013. 1547-1552.  1
2013 O'Donoghue B, Wang Y, Boyd S. Iterated approximate value functions 2013 European Control Conference, Ecc 2013. 3882-3888.  1
2012 Oskooi A, Mutapcic A, Noda S, Joannopoulos JD, Boyd SP, Johnson SG. Robust optimization of adiabatic tapers for coupling to slow-light photonic-crystal waveguides. Optics Express. 20: 21558-75. PMID 23037275  1
2012 Kim H, Li R, Lee R, Goldstein T, Boyd S, Candes E, Xing L. Dose optimization with first-order total-variation minimization for dense angularly sampled and sparse intensity modulated radiation therapy (DASSIM-RT). Medical Physics. 39: 4316-27. PMID 22830765 DOI: 10.1118/1.4729717  1
2012 van Belle VMCA, van Calster B, Timmerman D, Bourne T, Bottomley C, Valentin L, Neven P, van Huffel S, Suykens JAK, Boyd S. A mathematical model for interpretable clinical decision support with applications in gynecology Plos One. 7. PMID 22479598 DOI: 10.1371/journal.pone.0034312  1
2012 Hovgard TG, Larsen LFS, Jørgensen JB, Boyd S. Fast nonconvex model predictive control for commercial refrigeration Ifac Proceedings Volumes (Ifac-Papersonline). 4: 514-521. DOI: 10.3182/20120823-5-NL-3013.00082  1
2012 Wahlberg B, Boyd S, Annergren M, Wang Y. An ADMM algorithm for a class of total variation regularized estimation problems Ifac Proceedings Volumes (Ifac-Papersonline). 16: 83-88. DOI: 10.3182/20120711-3-BE-2027.00310  1
2012 Chu E, Keshavarz A, Gorinevsky D, Boyd S. Moving horizon estimation for staged QP problems Proceedings of the Ieee Conference On Decision and Control. 3177-3182. DOI: 10.1109/CDC.2012.6425976  1
2012 Ohlsson H, Gustafsson F, Ljung L, Boyd S. Smoothed state estimates under abrupt changes using sum-of-norms regularization Automatica. 48: 595-605. DOI: 10.1016/j.automatica.2011.08.063  1
2012 Mattingley J, Boyd S. CVXGEN: A code generator for embedded convex optimization Optimization and Engineering. 13: 1-27. DOI: 10.1007/s11081-011-9176-9  1
2012 Boyd S, Cortes C, Mohri M, Radovanovic A. Accuracy at the top Advances in Neural Information Processing Systems. 2: 953-961.  1
2012 Van Belle V, Van Huffel S, Suykens JAK, Boyd S. Interval coded scoring systems for survival analysis Esann 2012 Proceedings, 20th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning. 173-178.  1
2011 Kraning M, Wang Y, Akuiyibo E, Boyd S. Operation and configuration of a storage portfolio via convex optimization Ifac Proceedings Volumes (Ifac-Papersonline). 18: 10487-10492. DOI: 10.3182/20110828-6-IT-1002.02697  1
2011 Chu E, Gorinevsky D, Boyd S. Scalable statistical monitoring of fleet data Ifac Proceedings Volumes (Ifac-Papersonline). 18: 13227-13232. DOI: 10.3182/20110828-6-IT-1002.01620  1
2011 Lu J, Boyd S, Vučković J. Inverse design of a three-dimensional nanophotonic resonator Optics Express. 19: 10563-10570. DOI: 10.1364/OE.19.010563  1
2011 Wang Y, Boyd S. Fast evaluation of quadratic control-Lyapunov policy Ieee Transactions On Control Systems Technology. 19: 939-946. DOI: 10.1109/TCST.2010.2056371  1
2011 Mintarno E, Skaf J, Zheng R, Velamala JB, Cao Y, Boyd S, Dutton RW, Mitra S. Self-tuning for maximized lifetime energy-efficiency in the presence of circuit aging Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 30: 760-773. DOI: 10.1109/TCAD.2010.2100531  1
2011 Keshavarz A, Wang Y, Boyd S. Imputing a convex objective function Ieee International Symposium On Intelligent Control - Proceedings. 613-619. DOI: 10.1109/ISIC.2011.6045410  1
2011 Soltani M, Wisniewski R, Brath P, Boyd S. Load reduction of wind turbines using receding horizon control Proceedings of the Ieee International Conference On Control Applications. 852-857. DOI: 10.1109/CCA.2011.6044407  1
2011 Biegel B, Juelsgaard M, Kraning M, Boyd S, Stoustrup J. Wind turbine pitch optimization Proceedings of the Ieee International Conference On Control Applications. 1327-1334. DOI: 10.1109/CCA.2011.6044383  1
2011 O'Donoghue B, Wang Y, Boyd S. Min-max approximate dynamic programming Proceedings of the Ieee International Symposium On Computer-Aided Control System Design. 424-431. DOI: 10.1109/CACSD.2011.6044538  1
2011 Zavlanos MM, Julius AA, Boyd SP, Pappas GJ. Inferring stable genetic networks from steady-state data Automatica. 47: 1113-1122. DOI: 10.1016/j.automatica.2011.02.006  1
2011 Wang Y, Boyd S. Performance bounds and suboptimal policies for linear stochastic control via LMIs International Journal of Robust and Nonlinear Control. 21: 1710-1728. DOI: 10.1002/rnc.1665  1
2010 Meng B, Zhu L, Widrow B, Boyd S, Xing L. A unified framework for 3D radiation therapy and IMRT planning: plan optimization in the beamlet domain by constraining or regularizing the fluence map variations. Physics in Medicine and Biology. 55: N521-31. PMID 21030744 DOI: 10.1088/0031-9155/55/22/N01  1
2010 Choi K, Wang J, Zhu L, Suh TS, Boyd S, Xing L. Compressed sensing based cone-beam computed tomography reconstruction with a first-order method. Medical Physics. 37: 5113-25. PMID 20964231 DOI: 10.1118/1.3481510  1
2010 Boyd S, Parikh N, Chu E, Peleato B, Eckstein J. Distributed optimization and statistical learning via the alternating direction method of multipliers Foundations and Trends in Machine Learning. 3: 1-122. DOI: 10.1561/2200000016  1
2010 Akuiyibo E, Boyd S. Adaptive modulation with smoothed flow utility Eurasip Journal On Wireless Communications and Networking. 2010. DOI: 10.1155/2010/815213  1
2010 Zanini F, Atienza D, De Micheli G, Boyd SP. Online convex optimization-based algorithm for thermal management of MPSoCs Proceedings of the Acm Great Lakes Symposium On Vlsi, Glsvlsi. 203-208. DOI: 10.1145/1785481.1785532  1
2010 Madan R, Boyd SP, Lall S. Fast algorithms for resource allocation in wireless cellular networks Ieee/Acm Transactions On Networking. 18: 973-984. DOI: 10.1109/TNET.2009.2034850  1
2010 Wang Y, Boyd S. Fast model predictive control using online optimization Ieee Transactions On Control Systems Technology. 18: 267-278. DOI: 10.1109/TCST.2009.2017934  1
2010 Skaf J, Boyd SP. Design of affine controllers via convex optimization Ieee Transactions On Automatic Control. 55: 2476-2487. DOI: 10.1109/TAC.2010.2046053  1
2010 Mattingely J, Boyd S. Real-time convex optimization in signal processing Ieee Signal Processing Magazine. 27: 50-61. DOI: 10.1109/MSP.2010.936020  1
2010 Zymnis A, Boyd S, Candès E. Compressed sensing with quantized measurements Ieee Signal Processing Letters. 17: 149-152. DOI: 10.1109/LSP.2009.2035667  1
2010 O'Neill D, Akuiyibo E, Boyd S, Goldsmith AJ. Optimizing adaptive modulation in wireless networks via multi-period network utility maximization Ieee International Conference On Communications. DOI: 10.1109/ICC.2010.5502084  1
2010 Akuiyibo E, Boyd S, O'Neill D. Adaptive modulation in wireless networks with smoothed flow utility Globecom - Ieee Global Telecommunications Conference. DOI: 10.1109/GLOCOM.2010.5684159  1
2010 Ohlsson H, Gustafsson F, Ljung L, Boyd S. State smoothing by sum-of-norms regularization Proceedings of the Ieee Conference On Decision and Control. 2880-2885. DOI: 10.1109/CDC.2010.5717386  1
2010 Ohlsson H, Gustafsson F, Ljung L, Boyd S. Trajectory generation using sum-of-norms regularization Proceedings of the Ieee Conference On Decision and Control. 540-545. DOI: 10.1109/CDC.2010.5717368  1
2010 Mattingley J, Wang Y, Boyd S. Code generation for receding horizon control Proceedings of the Ieee International Symposium On Computer-Aided Control System Design. 985-992. DOI: 10.1109/CACSD.2010.5612665  1
2010 Zymnis A, Boyd S, Gorinevsky D. Mixed linear system estimation and identification Signal Processing. 90: 966-971. DOI: 10.1016/j.sigpro.2009.09.022  1
2010 Ohlsson H, Ljung L, Boyd S. Segmentation of ARX-models using sum-of-norms regularization Automatica. 46: 1107-1111. DOI: 10.1016/j.automatica.2010.03.013  1
2010 Skaf J, Boyd S. Techniques for exploring the suboptimal set Optimization and Engineering. 11: 319-337. DOI: 10.1007/s11081-009-9101-7  1
2010 Skaf J, Boyd S, Zeevi A. Shrinking-horizon dynamic programming International Journal of Robust and Nonlinear Control. 20: 1993-2002. DOI: 10.1002/rnc.1566  1
2010 Chu E, Gorinevsky D, Boyd SP. Detecting aircraft performance anomalies from cruise flight data Aiaa Infotech At Aerospace 2010 1
2010 Mintarno E, Skaf J, Zheng R, Velamala J, Cao Y, Boyd S, Dutton RW, Mitra S. Optimized self-tuning for circuit aging Proceedings -Design, Automation and Test in Europe, Date. 586-591.  1
2009 Julius A, Zavlanos M, Boyd S, Pappas GJ. Genetic network identification using convex programming. Iet Systems Biology. 3: 155-66. PMID 19449976 DOI: 10.1049/iet-syb.2008.0130  1
2009 Kim SJ, Koh K, Boyd S, Gorinevsky D. ℓ 1 Trend filtering Siam Review. 51: 339-360. DOI: 10.1137/070690274  1
2009 Boyd S, Diaconis P, Parrilo P, Xiao L. Fastest mixing Markov chain on graphs with symmetries Siam Journal On Optimization. 20: 792-819. DOI: 10.1137/070689413  1
2009 O'Neill D, Thian BS, Goldsmith A, Boyd S. Wireless NUM: Rate and reliability tradeoffs in random environments Ieee Wireless Communications and Networking Conference, Wcnc. DOI: 10.1109/WCNC.2009.4918024  1
2009 Gorinevsky D, Kim SJ, Beard S, Boyd S, Gordon G. Optimal estimation of deterioration from diagnostic image sequence Ieee Transactions On Signal Processing. 57: 1030-1043. DOI: 10.1109/TSP.2008.2009896  1
2009 Joshi S, Boyd S. Sensor selection via convex optimization Ieee Transactions On Signal Processing. 57: 451-462. DOI: 10.1109/TSP.2008.2007095  1
2009 Mutapcic A, Boyd S, Murali S, Atienza D, De Micheli G, Gupta R. Processor speed control with thermal constraints Ieee Transactions On Circuits and Systems I: Regular Papers. 56: 1994-2008. DOI: 10.1109/TCSI.2008.2011589  1
2009 Xu Y, Hsiung KL, Li X, Pileggi LT, Boyd SP. Regular analog/RF integrated circuits design using optimization with recourse including ellipsoidal uncertainty Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 28: 623-637. DOI: 10.1109/TCAD.2009.2013996  1
2009 Skaf J, Boyd S. Nonlinear Q-design for convex stochastic control Ieee Transactions On Automatic Control. 54: 2426-2430. DOI: 10.1109/TAC.2009.2029300  1
2009 Skaf J, Boyd S. Analysis and synthesis of state-feedback controllers with timing jitter Ieee Transactions On Automatic Control. 54: 652-657. DOI: 10.1109/TAC.2008.2010998  1
2009 Bickson D, Tock Y, Zymnis A, Boyd SP, Dolev D. Distributed large scale network utility maximization Ieee International Symposium On Information Theory - Proceedings. 829-833. DOI: 10.1109/ISIT.2009.5205655  1
2009 Gorinevsky D, Boyd S, Poll S. Estimation of faults in DC electrical power system Proceedings of the American Control Conference. 4334-4339. DOI: 10.1109/ACC.2009.5160301  1
2009 Mutapcic A, Boyd S. Cutting-set methods for robust convex optimization with pessimizing oracles Optimization Methods and Software. 24: 381-406. DOI: 10.1080/10556780802712889  1
2009 Joshi S, Boyd S. An efficient method for large-scale slack allocation Engineering Optimization. 41: 1163-1176. DOI: 10.1080/03052150902971682  1
2009 Mutapcic A, Boyd S, Farjadpour A, Johnson SG, Avniel Y. Robust design of slow-light tapers in periodic waveguides Engineering Optimization. 41: 365-384. DOI: 10.1080/03052150802576797  1
2009 Wang Y, Boyd S. Performance bounds for linear stochastic control Systems and Control Letters. 58: 178-182. DOI: 10.1016/j.sysconle.2008.10.004  1
2009 Zymnis A, Boyd S, Gorinevsky D. Relaxed maximum a posteriori fault identification Signal Processing. 89: 989-999. DOI: 10.1016/j.sigpro.2008.11.014  1
2009 Magnani A, Boyd SP. Convex piecewise-linear fitting Optimization and Engineering. 10: 1-17. DOI: 10.1007/s11081-008-9045-3  1
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