Stephen P. Boyd

329 papers A* 24A 8B 10C 17Misc 4Journal 200Unranked 60

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Aging-Aware Battery Control via Convex Optimization. CoRR Obidike Nnorom Jr., Mehmet G. Ogut, Stephen P. Boyd, Philip Levis
2025	A*	`conf`	An Asynchronous Bundle Method for Distributed Learning Problems. ICLR Daniel Cederberg, Xuyang Wu, Stephen P. Boyd, Mikael Johansson
2025	J	`jnl`	Correction: Tax-Aware Portfolio Construction Via Convex Optimization. J. Optim. Theory Appl. Nicholas Moehle, Mykel J. Kochenderfer, Stephen P. Boyd, Andrew Ang
2025	J	`jnl`	Fitting Multilevel Factor Models. SIAM J. Matrix Anal. Appl. Tetiana Parshakova, Trevor Hastie, Stephen P. Boyd
2025	J	`jnl`	Resource Allocation under Stochastic Demands using Shrinking Horizon Optimization. CoRR Alexandros E. Tzikas, Nazim Kemal Ure, Mansur Arief, Mykel J. Kochenderfer, Stephen P. Boyd
2025	J	`jnl`	Robust Pareto Transistor Sizing of GaN HEMTs for Millimeter-Wave Applications. IEEE Access Rafael Perez Martinez, Stephen P. Boyd, Srabanti Chowdhury
2024	J	`jnl`	Approximate Sequential Optimization for Informative Path Planning. CoRR Joshua Ott, Mykel J. Kochenderfer, Stephen P. Boyd
2024	J	`jnl`	Approximate sequential optimization for informative path planning. Robotics Auton. Syst. Joshua Ott, Mykel J. Kochenderfer, Stephen P. Boyd
2024	J	`jnl`	Compact Model Parameter Extraction via Derivative-Free Optimization. IEEE Access Rafael Perez Martinez, Masaya Iwamoto, Kelly Woo, Zhengliang Bian, Roberto Tinti, Stephen P. Boyd, Srabanti Chowdhury
2024	J	`jnl`	Compact Model Parameter Extraction via Derivative-Free Optimization. CoRR Rafael Perez Martinez, Masaya Iwamoto, Kelly Woo, Zhengliang Bian, Roberto Tinti, Stephen P. Boyd, Srabanti Chowdhury
2024	J	`jnl`	Disciplined Saddle Programming. Trans. Mach. Learn. Res. Philipp Schiele, Eric Luxenberg, Stephen P. Boyd
2024	J	`jnl`	Fast Path Planning Through Large Collections of Safe Boxes. IEEE Trans. Robotics Tobia Marcucci, Parth Nobel, Russ Tedrake, Stephen P. Boyd
2024	J	`jnl`	Informative Input Design for Dynamic Mode Decomposition. CoRR Joshua Ott, Mykel J. Kochenderfer, Stephen P. Boyd
2024	A*	`conf`	Multi-Issue Butterfly Architecture for Sparse Convex Quadratic Programming. MICRO Maolin Wang, Ian McInerney, Bartolomeo Stellato, Fengbin Tu, Stephen P. Boyd, Hayden Kwok-Hay So, Kwang-Ting Cheng
2024	J	`jnl`	Optimization Algorithm Design via Electric Circuits. CoRR Stephen P. Boyd, Tetiana Parshakova, Ernest K. Ryu, Jaewook J. Suh
2024	J	`jnl`	Robust Bond Portfolio Construction via Convex-Concave Saddle Point Optimization. J. Optim. Theory Appl. Eric Luxenberg, Philipp Schiele, Stephen P. Boyd
2024	J	`jnl`	Robust Pareto Design of GaN HEMTs for Millimeter-Wave Applications. CoRR Rafael Perez Martinez, Stephen P. Boyd, Srabanti Chowdhury
2024	J	`jnl`	Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY. J. Optim. Theory Appl. Eric Luxenberg, Dhruv Malik, Yuanzhi Li, Aarti Singh, Stephen P. Boyd
2023	J	`jnl`	Computing tighter bounds on the n-queens constant via Newton's method. Optim. Lett. Parth Nobel, Akshay Agrawal, Stephen P. Boyd
2023	J	`jnl`	Disciplined Saddle Programming. CoRR Philipp Schiele, Eric Luxenberg, Stephen P. Boyd
2023	J	`jnl`	Fast Path Planning Through Large Collections of Safe Boxes. CoRR Tobia Marcucci, Parth Nobel, Russ Tedrake, Stephen P. Boyd
2023	J	`jnl`	Fitting feature-dependent Markov chains. J. Glob. Optim. Shane T. Barratt, Stephen P. Boyd
2023	J	`jnl`	Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models. CoRR Ziheng Cheng, Junzi Zhang, Akshay Agrawal, Stephen P. Boyd
2023	J	`jnl`	PV Fleet Modeling via Smooth Periodic Gaussian Copula. CoRR Mehmet G. Ogut, Bennet E. Meyers, Stephen P. Boyd
2023	A*	`conf`	RSQP: Problem-specific Architectural Customization for Accelerated Convex Quadratic Optimization. ISCA Maolin Wang, Ian McInerney, Bartolomeo Stellato, Stephen P. Boyd, Hayden Kwok-Hay So
2023	J	`jnl`	Signal Decomposition Using Masked Proximal Operators. Found. Trends Signal Process. Bennet E. Meyers, Stephen P. Boyd
2023	J	`jnl`	Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY. CoRR Eric Luxenberg, Dhruv Malik, Yuanzhi Li, Aarti Singh, Stephen P. Boyd
2023	J	`jnl`	Tractable Evaluation of Stein's Unbiased Risk Estimate With Convex Regularizers. IEEE Trans. Signal Process. Parth Nobel, Emmanuel J. Candès, Stephen P. Boyd
2022	J	`jnl`	A Certainty Equivalent Merton Problem. IEEE Control. Syst. Lett. Nicholas Moehle, Stephen P. Boyd
2022	J	`jnl`	A Light-Weight Multi-Objective Asynchronous Hyper-Parameter Optimizer. CoRR Gabriel Maher, Stephen P. Boyd, Mykel John Kochenderfer, Cristian Matache, Alex Ulitsky, Slava Yukhymuk, Leonid Kopman
2022	J	`jnl`	Allocation of fungible resources via a fast, scalable price discovery method. Math. Program. Comput. Akshay Agrawal, Stephen P. Boyd, Deepak Narayanan, Fiodar Kazhamiaka, Matei Zaharia
2022	J	`jnl`	Confidence Bands for a Log-Concave Density. J. Comput. Graph. Stat. Guenther Walther, Alnur Ali, Xinyue Shen, Stephen P. Boyd
2022	J	`jnl`	Embedded Code Generation With CVXPY. IEEE Control. Syst. Lett. Maximilian Schaller, Goran Banjac, Steven Diamond, Akshay Agrawal, Bartolomeo Stellato, Stephen P. Boyd
2022	J	`jnl`	Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. IEEE Access Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd
2022	J	`jnl`	Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. CoRR Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd
2022	J	`jnl`	Operator splitting for adaptive radiation therapy with nonlinear health dynamics. Optim. Methods Softw. Anqi Fu, Lei Xing, Stephen P. Boyd
2022	A*	`conf`	Optimal Routing for Constant Function Market Makers. EC Guillermo Angeris, Alex Evans, Tarun Chitra, Stephen P. Boyd
2022	J	`jnl`	Signal Decomposition Using Masked Proximal Operators. CoRR Bennet E. Meyers, Stephen P. Boyd
2022	J	`jnl`	Stochastic Control With Affine Dynamics and Extended Quadratic Costs. IEEE Trans. Autom. Control. Shane T. Barratt, Stephen P. Boyd
2022	—	`conf`	Strategic Asset Allocation with Illiquid Alternatives. ICAIF Eric Luxenberg, Stephen P. Boyd, Misha van Beek, Wen Cao, Mykel J. Kochenderfer
2022	J	`jnl`	Strategic Asset Allocation with Illiquid Alternatives. CoRR Eric Luxenberg, Stephen P. Boyd, Mykel J. Kochenderfer, Misha van Beek, Wen Cao, Steven Diamond, Alex Ulitsky, Kunal Menda, Vidy Vairavamurthy
2021	J	`jnl`	A Distributed Method for Fitting Laplacian Regularized Stratified Models. J. Mach. Learn. Res. Jonathan Tuck, Shane T. Barratt, Stephen P. Boyd
2021	J	`jnl`	Allocation of Fungible Resources via a Fast, Scalable Price Discovery Method. CoRR Akshay Agrawal, Stephen P. Boyd, Deepak Narayanan, Fiodar Kazhamiaka, Matei Zaharia
2021	J	`jnl`	Covariance Prediction via Convex Optimization. CoRR Shane T. Barratt, Stephen P. Boyd
2021	J	`jnl`	Dirty Pixels: Towards End-to-end Image Processing and Perception. ACM Trans. Graph. Steven Diamond, Vincent Sitzmann, Frank D. Julca-Aguilar, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2021	J	`jnl`	Learning Convex Optimization Models. IEEE CAA J. Autom. Sinica Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd
2021	J	`jnl`	Low Rank Forecasting. CoRR Shane T. Barratt, Yining Dong, Stephen P. Boyd
2021	J	`jnl`	Minimum-Distortion Embedding. CoRR Akshay Agrawal, Alnur Ali, Stephen P. Boyd
2021	J	`jnl`	Minimum-Distortion Embedding. Found. Trends Mach. Learn. Akshay Agrawal, Alnur Ali, Stephen P. Boyd
2021	J	`jnl`	Optimal representative sample weighting. Stat. Comput. Shane T. Barratt, Guillermo Angeris, Stephen P. Boyd
2021	J	`jnl`	Pareto Optimal Projection Search (POPS): Automated Radiation Therapy Treatment Planning by Direct Search of the Pareto Surface. IEEE Trans. Biomed. Eng. Charles W. Huang, Yong Yang, Neil Panjwani, Stephen P. Boyd, Lei Xing
2021	A*	`conf`	Sample Efficient Reinforcement Learning with REINFORCE. AAAI Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen P. Boyd
2021	A*	`conf`	Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. SOSP Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia
2021	J	`jnl`	Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. CoRR Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia
2021	J	`jnl`	Tax-Aware Portfolio Construction via Convex Optimization. J. Optim. Theory Appl. Nicholas Moehle, Mykel J. Kochenderfer, Stephen P. Boyd, Andrew Ang
2020	J	`jnl`	A simple effective heuristic for embedded mixed-integer quadratic programming. Int. J. Control Reza Takapoui, Nicholas Moehle, Stephen P. Boyd, Alberto Bemporad
2020	J	`jnl`	Anderson Accelerated Douglas-Rachford Splitting. SIAM J. Sci. Comput. Anqi Fu, Junzi Zhang, Stephen P. Boyd
2020	J	`jnl`	Disciplined quasiconvex programming. Optim. Lett. Akshay Agrawal, Stephen P. Boyd
2020	J	`jnl`	Eigen-Stratified Models. CoRR Jonathan Tuck, Stephen P. Boyd
2020	J	`jnl`	Fitting Laplacian Regularized Stratified Gaussian Models. CoRR Jonathan Tuck, Stephen P. Boyd
2020	C	`conf`	Fitting a Kalman Smoother to Data. ACC Shane T. Barratt, Stephen P. Boyd
2020	—	`conf`	Fitting a Linear Control Policy to Demonstrations with a Kalman Constraint. L4DC Malayandi Palan, Shane T. Barratt, Alex McCauley, Dorsa Sadigh, Vikas Sindhwani, Stephen P. Boyd
2020	J	`jnl`	Globally Convergent Type-I Anderson Acceleration for Nonsmooth Fixed-Point Iterations. SIAM J. Optim. Junzi Zhang, Brendan O'Donoghue, Stephen P. Boyd
2020	—	`conf`	Learning Convex Optimization Control Policies. L4DC Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd, Bartolomeo Stellato
2020	J	`jnl`	Learning Convex Optimization Models. CoRR Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd
2020	J	`jnl`	Minimizing a sum of clipped convex functions. Optim. Lett. Shane T. Barratt, Guillermo Angeris, Stephen P. Boyd
2020	J	`jnl`	OSQP: an operator splitting solver for quadratic programs. Math. Program. Comput. Bartolomeo Stellato, Goran Banjac, Paul Goulart, Alberto Bemporad, Stephen P. Boyd
2020	J	`jnl`	On the Convergence of Mirror Descent beyond Stochastic Convex Programming. SIAM J. Optim. Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Stephen P. Boyd, Peter W. Glynn
2020	C	`conf`	Optimal Operation of a Plug-in Hybrid Vehicle with Battery Thermal and Degradation Model. ACC Jongho Kim, Youngsuk Park, John D. Fox, Stephen P. Boyd, William J. Dally
2020	J	`jnl`	Optimal Representative Sample Weighting. CoRR Shane T. Barratt, Guillermo Angeris, Stephen P. Boyd
2020	J	`jnl`	SWIFTCORE: a tool for the context-specific reconstruction of genome-scale metabolic networks. BMC Bioinform. Mojtaba Tefagh, Stephen P. Boyd
2020	J	`jnl`	Sample Efficient Reinforcement Learning with REINFORCE. CoRR Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen P. Boyd
2020	Misc	`conf`	Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize. ICASSP Youngsuk Park, Sauptik Dhar, Stephen P. Boyd, Mohak Shah
2019	J	`jnl`	A Distributed Method for Fitting Laplacian Regularized Stratified Models. CoRR Jonathan Tuck, Shane T. Barratt, Stephen P. Boyd
2019	J	`jnl`	A Distributed Method for Optimal Capacity Reservation. J. Optim. Theory Appl. Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd
2019	J	`jnl`	A General Optimization Framework for Dynamic Time Warping. CoRR Dave Deriso, Stephen P. Boyd
2019	A*	`conf`	Differentiable Convex Optimization Layers. NeurIPS Akshay Agrawal, Brandon Amos, Shane T. Barratt, Stephen P. Boyd, Steven Diamond, J. Zico Kolter
2019	J	`jnl`	Differentiable Convex Optimization Layers. CoRR Akshay Agrawal, Brandon Amos, Shane T. Barratt, Stephen P. Boyd, Steven Diamond, J. Zico Kolter
2019	J	`jnl`	Disciplined Quasiconvex Programming. CoRR Akshay Agrawal, Stephen P. Boyd
2019	J	`jnl`	Disciplined geometric programming. Optim. Lett. Akshay Agrawal, Steven Diamond, Stephen P. Boyd
2019	J	`jnl`	Distributed majorization-minimization for Laplacian regularized problems. IEEE CAA J. Autom. Sinica Jonathan Tuck, David Hallac, Stephen P. Boyd
2019	J	`jnl`	Greedy Gaussian segmentation of multivariate time series. Adv. Data Anal. Classif. David Hallac, Peter Nystrup, Stephen P. Boyd
2019	J	`jnl`	Infeasibility Detection in the Alternating Direction Method of Multipliers for Convex Optimization. J. Optim. Theory Appl. Goran Banjac, Paul Goulart, Bartolomeo Stellato, Stephen P. Boyd
2019	J	`jnl`	Learning Convex Optimization Control Policies. CoRR Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd, Bartolomeo Stellato
2019	J	`jnl`	Learning Probabilistic Trajectory Models of Aircraft in Terminal Airspace From Position Data. IEEE Trans. Intell. Transp. Syst. Shane T. Barratt, Mykel J. Kochenderfer, Stephen P. Boyd
2019	J	`jnl`	Least Squares Auto-Tuning. CoRR Shane T. Barratt, Stephen P. Boyd
2019	J	`jnl`	Multi-period portfolio selection with drawdown control. Ann. Oper. Res. Peter Nystrup, Stephen P. Boyd, Erik Lindström, Henrik Madsen
2019	J	`jnl`	Real-Time Radiation Treatment Planning with Optimality Guarantees via Cluster and Bound Methods. INFORMS J. Comput. Baris Ungun, Lei Xing, Stephen P. Boyd
2019	J	`jnl`	Solution refinement at regular points of conic problems. Comput. Optim. Appl. Enzo Busseti, Walaa M. Moursi, Stephen P. Boyd
2019	J	`jnl`	Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize. CoRR Youngsuk Park, Sauptik Dhar, Stephen P. Boyd, Mohak Shah
2018	J	`jnl`	A general system for heuristic minimization of convex functions over non-convex sets. Optim. Methods Softw. Steven Diamond, Reza Takapoui, Stephen P. Boyd
2018	J	`jnl`	A rewriting system for convex optimization problems. J. Control. Decis. Akshay Agrawal, Robin Verschueren, Steven Diamond, Stephen P. Boyd
2018	J	`jnl`	A semidefinite programming method for integer convex quadratic minimization. Optim. Lett. Jaehyun Park, Stephen P. Boyd
2018	A*	`conf`	Convolutional Imputation of Matrix Networks. ICML Qingyun Sun, Mengyuan Yan, David L. Donoho, Stephen P. Boyd
2018	J	`jnl`	Disciplined Geometric Programming. CoRR Akshay Agrawal, Steven Diamond, Stephen P. Boyd
2018	—	`conf`	Embedded Mixed-Integer Quadratic optimization Using the OSQP Solver. ECC Bartolomeo Stellato, Vihangkumar V. Naik, Alberto Bemporad, Paul Goulart, Stephen P. Boyd
2018	J	`jnl`	End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging. ACM Trans. Graph. Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein
2018	J	`jnl`	Fitting jump models. Autom. Alberto Bemporad, Valentina Breschi, Dario Piga, Stephen P. Boyd
2018	J	`jnl`	Learning Probabilistic Trajectory Models of Aircraft in Terminal Airspace from Position Data. CoRR Shane T. Barratt, Mykel J. Kochenderfer, Stephen P. Boyd
2018	J	`jnl`	Network Optimization for Unified Packet and Circuit Switched Networks. CoRR Ping Yin, Steven Diamond, Bill Lin, Stephen P. Boyd
2018	—	`conf`	Prediction error methods in learning jump ARMAX models. CDC Valentina Breschi, Alberto Bemporad, Dario Piga, Stephen P. Boyd
2018	A*	`conf`	Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data. IJCAI David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	A Distributed Method for Optimal Capacity Reservation. CoRR Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd
2017	J	`jnl`	A Rewriting System for Convex Optimization Problems. CoRR Akshay Agrawal, Robin Verschueren, Steven Diamond, Stephen P. Boyd
2017	J	`jnl`	Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. CoRR Steven Diamond, Vincent Sitzmann, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2017	J	`jnl`	Dynamic Resource Allocation for Energy Efficient Transmission in Digital Subscriber Lines. IEEE Trans. Signal Process. Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo
2017	C	`conf`	Dynamic energy management with scenario-based robust MPC. ACC Matt Wytock, Nicholas Moehle, Stephen P. Boyd
2017	—	`conf`	Embedded code generation using the OSQP solver. CDC Goran Banjac, Bartolomeo Stellato, Nicholas Moehle, Paul Goulart, Alberto Bemporad, Stephen P. Boyd
2017	J	`jnl`	Fitting Jump Models. CoRR Alberto Bemporad, Valentina Breschi, Dario Piga, Stephen P. Boyd
2017	A	`conf`	Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields. AISTATS Youngsuk Park, David Hallac, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	Linear Convergence and Metric Selection for Douglas-Rachford Splitting and ADMM. IEEE Trans. Autom. Control. Pontus Giselsson, Stephen P. Boyd
2017	J	`jnl`	Mirror descent in non-convex stochastic programming. CoRR Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Stephen P. Boyd, Peter W. Glynn
2017	J	`jnl`	Multi-Period Trading via Convex Optimization. Found. Trends Optim. Stephen P. Boyd, Enzo Busseti, Steven Diamond, Ronald N. Kahn, Kwangmoo Koh, Peter Nystrup, Jan Speth
2017	A*	`conf`	Network Inference via the Time-Varying Graphical Lasso. KDD David Hallac, Youngsuk Park, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	Network Inference via the Time-Varying Graphical Lasso. CoRR David Hallac, Youngsuk Park, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	Saturating Splines and Feature Selection. J. Mach. Learn. Res. Nicholas Boyd, Trevor Hastie, Stephen P. Boyd, Benjamin Recht, Michael I. Jordan
2017	J	`jnl`	SnapVX: A Network-Based Convex Optimization Solver. J. Mach. Learn. Res. David Hallac, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosic, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	Stochastic Matrix-Free Equilibration. J. Optim. Theory Appl. Steven Diamond, Stephen P. Boyd
2017	—	`conf`	Stochastic Mirror Descent in Variationally Coherent Optimization Problems. NIPS Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Stephen P. Boyd, Peter W. Glynn
2017	A*	`conf`	Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data. KDD David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec
2017	J	`jnl`	Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data. CoRR David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec
2016	J	`jnl`	A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights. J. Mach. Learn. Res. Weijie Su, Stephen P. Boyd, Emmanuel J. Candès
2016	—	`conf`	A New Architecture for Optimization Modeling Frameworks. PyHPC@SC Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd
2016	C	`conf`	A simple effective heuristic for embedded mixed-integer quadratic programming. ACC Reza Takapoui, Nicholas Moehle, Stephen P. Boyd, Alberto Bemporad
2016	J	`jnl`	Antagonistic control. Syst. Control. Lett. Thomas Lipp, Stephen P. Boyd
2016	J	`jnl`	Bounding duality gap for separable problems with linear constraints. Comput. Optim. Appl. Madeleine Udell, Stephen P. Boyd
2016	J	`jnl`	CVXPY: A Python-Embedded Modeling Language for Convex Optimization. J. Mach. Learn. Res. Steven Diamond, Stephen P. Boyd
2016	J	`jnl`	Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding. J. Optim. Theory Appl. Brendan O'Donoghue, Eric Chu, Neal Parikh, Stephen P. Boyd
2016	J	`jnl`	Convolutional Imputation of Matrix Network. CoRR Qingyun Sun, Mengyuan Yan, Stephen P. Boyd
2016	—	`conf`	Disciplined convex-concave programming. CDC Xinyue Shen, Steven Diamond, Yuantao Gu, Stephen P. Boyd
2016	J	`jnl`	Generalized Low Rank Models. Found. Trends Mach. Learn. Madeleine Udell, Corinne Horn, Reza Zadeh, Stephen P. Boyd
2016	—	`conf`	Line search for averaged operator iteration. CDC Pontus Giselsson, Mattias Fält, Stephen P. Boyd
2016	J	`jnl`	Linear Programming Heuristics for the Graph Isomorphism Problem. CoRR Reza Takapoui, Stephen P. Boyd
2016	—	`conf`	Maximum torque-per-current control of induction motors via semidefinite programming. CDC Nicholas Moehle, Stephen P. Boyd
2016	J	`jnl`	Optimal Current Waveforms for Switched-Reluctance Motors. CoRR Nicholas Moehle, Stephen P. Boyd
2016	B	`conf`	Optimal Resource Allocation for Energy Efficient Transmission in DSL. GLOBECOM Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo
2016	C	`conf`	Optimal current waveforms for switched-reluctance motors. CCA Nicholas Moehle, Stephen P. Boyd
2015	J	`jnl`	A Semidefinite Programming Method for Integer Convex Quadratic Minimization. CoRR Jaehyun Park, Stephen P. Boyd
2015	J	`jnl`	A perspective-based convex relaxation for switched-affine optimal control. Syst. Control. Lett. Nicholas Moehle, Stephen P. Boyd
2015	A*	`conf`	Convex Optimization with Abstract Linear Operators. ICCV Steven Diamond, Stephen P. Boyd
2015	A	`conf`	Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization. UAI Alnur Ali, J. Zico Kolter, Steven Diamond, Stephen P. Boyd
2015	J	`jnl`	Extensions of Gauss Quadrature Via Linear Programming. Found. Comput. Math. Ernest K. Ryu, Stephen P. Boyd
2015	J	`jnl`	Linear Models Based on Noisy Data and the Frisch Scheme. SIAM Rev. Lipeng Ning, Tryphon T. Georgiou, Allen R. Tannenbaum, Stephen P. Boyd
2015	J	`jnl`	Metric selection in fast dual forward-backward splitting. Autom. Pontus Giselsson, Stephen P. Boyd
2015	A*	`conf`	Network Lasso: Clustering and Optimization in Large Graphs. KDD David Hallac, Jure Leskovec, Stephen P. Boyd
2015	J	`jnl`	Network Lasso: Clustering and Optimization in Large Graphs. CoRR David Hallac, Jure Leskovec, Stephen P. Boyd
2015	C	`conf`	Non-parametric regression modeling for stochastic optimization of power grid load forecast. ACC Saahil Shenoy, Dimitry M. Gorinevsky, Stephen P. Boyd
2015	J	`jnl`	Optimal current waveforms for brushless permanent magnet motors. Int. J. Control Nicholas Moehle, Stephen P. Boyd
2015	J	`jnl`	SnapVX: A Network-Based Convex Optimization Solver. CoRR David Hallac, Christopher Wong, Steven Diamond, Rok Sosic, Stephen P. Boyd, Jure Leskovec
2014	—	`conf`	A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights. NIPS Weijie Su, Stephen P. Boyd, Emmanuel J. Candès
2014	J	`jnl`	Block splitting for distributed optimization. Math. Program. Comput. Neal Parikh, Stephen P. Boyd
2014	J	`jnl`	Convex Optimization in Julia. CoRR Madeleine Udell, Karanveer Mohan, David Zeng, Jenny Hong, Steven Diamond, Stephen P. Boyd
2014	—	`book`	Convex Optimization. Stephen P. Boyd, Lieven Vandenberghe
2014	—	`conf`	Convex optimization in Julia. HPTCDL@SC Madeleine Udell, Karanveer Mohan, David Zeng, Jenny Hong, Steven Diamond, Stephen P. Boyd
2014	—	`conf`	Diagonal scaling in Douglas-Rachford splitting and ADMM. CDC Pontus Giselsson, Stephen P. Boyd
2014	J	`jnl`	Dynamic Network Energy Management via Proximal Message Passing. Found. Trends Optim. Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd
2014	J	`jnl`	Generalized Low Rank Models. CoRR Madeleine Udell, Corinne Horn, Reza Zadeh, Stephen P. Boyd
2014	J	`jnl`	Minimum-time speed optimisation over a fixed path. Int. J. Control Thomas Lipp, Stephen P. Boyd
2014	—	`conf`	Monotonicity and restart in fast gradient methods. CDC Pontus Giselsson, Stephen P. Boyd
2014	J	`jnl`	Optimal Crowd-Powered Rating and Filtering Algorithms. Proc. VLDB Endow. Aditya G. Parameswaran, Stephen P. Boyd, Hector Garcia-Molina, Ashish Gupta, Neoklis Polyzotis, Jennifer Widom
2014	J	`jnl`	Performance Bounds and Suboptimal Policies for Multi-Period Investment. Found. Trends Optim. Stephen P. Boyd, Mark T. Müller, Brendan O'Donoghue, Yang Wang
2014	—	`conf`	Plenary talk: Performance bounds and suboptimal policies for multi-period investment. MED Stephen P. Boyd
2014	—	`conf`	Preconditioning in fast dual gradient methods. CDC Pontus Giselsson, Stephen P. Boyd
2014	J	`jnl`	Proximal Algorithms. Found. Trends Optim. Neal Parikh, Stephen P. Boyd
2013	J	`jnl`	A Splitting Method for Optimal Control. IEEE Trans. Control. Syst. Technol. Brendan O'Donoghue, Giorgos Stathopoulos, Stephen P. Boyd
2013	—	`conf`	Code generation for embedded second-order cone programming. ECC Eric Chu, Neal Parikh, Alexander Domahidi, Stephen P. Boyd
2013	—	`conf`	ECOS: An SOCP solver for embedded systems. ECC Alexander Domahidi, Eric Chu, Stephen P. Boyd
2013	—	`conf`	Iterated approximate value functions. ECC Brendan O'Donoghue, Yang Wang, Stephen P. Boyd
2013	J	`jnl`	Linear models based on noisy data and the Frisch scheme CoRR Lipeng Ning, Tryphon T. Georgiou, Allen R. Tannenbaum, Stephen P. Boyd
2013	—	`conf`	MPC for wind power gradients - utilizing forecasts, rotor inertia, and central energy storage. ECC Tobias Gybel Hovgaard, Lars Finn Sloth Larsen, John Bagterp Jørgensen, Stephen P. Boyd
2013	J	`jnl`	Nonconvex model predictive control for commercial refrigeration. Int. J. Control Tobias Gybel Hovgaard, Stephen P. Boyd, Lars Finn Sloth Larsen, John Bagterp Jørgensen
2013	—	`conf`	PID design by convex-concave optimization. ECC Martin Hast, Karl Johan Åström, Bo Bernhardsson, Stephen P. Boyd
2013	J	`jnl`	Risk group detection and survival function estimation for interval coded survival methods. Neurocomputing Vanya Van Belle, Patrick Neven, Vernon Harvey, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2012	—	`conf`	Accuracy at the Top. NIPS Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic
2012	B	`conf`	Interval coded scoring systems for survival analysis. ESANN Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2012	J	`jnl`	Message Passing for Dynamic Network Energy Management CoRR Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd
2012	—	`conf`	Moving horizon estimation for staged QP problems. CDC Eric Chu, Arezou Keshavarz, Dimitry M. Gorinevsky, Stephen P. Boyd
2012	J	`jnl`	Smoothed state estimates under abrupt changes using sum-of-norms regularization. Autom. Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd
2011	A*	`conf`	Convex optimization: from embedded real-time to large-scale distributed. KDD Stephen P. Boyd
2011	J	`jnl`	Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers. Found. Trends Mach. Learn. Stephen P. Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein
2011	J	`jnl`	Fast Evaluation of Quadratic Control-Lyapunov Policy. IEEE Trans. Control. Syst. Technol. Yang Wang, Stephen P. Boyd
2011	—	`conf`	Imputing a convex objective function. ISIC Arezou Keshavarz, Yang Wang, Stephen P. Boyd
2011	J	`jnl`	Inferring stable genetic networks from steady-state data. Autom. Michael M. Zavlanos, A. Agung Julius, Stephen P. Boyd, George J. Pappas
2011	C	`conf`	Load reduction of wind turbines using receding horizon control. CCA Mohsen Soltani, Rafael Wisniewski, Per Brath, Stephen P. Boyd
2011	—	`conf`	Min-max approximate dynamic programming. CACSD Brendan O'Donoghue, Yang Wang, Stephen P. Boyd
2011	J	`jnl`	Self-Tuning for Maximized Lifetime Energy-Efficiency in the Presence of Circuit Aging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Evelyn Mintarno, Joëlle Skaf, Rui Zheng, Jyothi Velamala, Yu Cao, Stephen P. Boyd, Robert W. Dutton, Subhasish Mitra
2011	C	`conf`	Wind turbine pitch optimization. CCA Benjamin Biegel, Morten Juelsgaard, Matt Kraning, Stephen P. Boyd, Jakob Stoustrup
2010	B	`conf`	Adaptive Modulation in Wireless Networks with Smoothed Flow Utility. GLOBECOM Ekine Akuiyibo, Stephen P. Boyd, Daniel O'Neill
2010	J	`jnl`	Adaptive Modulation with Smoothed Flow Utility. EURASIP J. Wirel. Commun. Netw. Ekine Akuiyibo, Stephen P. Boyd
2010	—	`ch.`	Automatic code generation for real-time convex optimization. Convex Optimization in Signal Processing and Communications Jacob Mattingley, Stephen P. Boyd
2010	—	`conf`	Code generation for receding horizon control. CACSD Jacob Mattingley, Yang Wang, Stephen P. Boyd
2010	J	`jnl`	Compressed Sensing With Quantized Measurements. IEEE Signal Process. Lett. Argyrios Zymnis, Stephen P. Boyd, Emmanuel J. Candès
2010	J	`jnl`	Design of Affine Controllers via Convex Optimization. IEEE Trans. Autom. Control. Joëlle Skaf, Stephen P. Boyd
2010	J	`jnl`	Fast Algorithms for Resource Allocation in Wireless Cellular Networks. IEEE/ACM Trans. Netw. Ritesh Madan, Stephen P. Boyd, Sanjay Lall
2010	J	`jnl`	Fast Model Predictive Control Using Online Optimization. IEEE Trans. Control. Syst. Technol. Yang Wang, Stephen P. Boyd
2010	J	`jnl`	Mixed linear system estimation and identification. Signal Process. Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky
2010	—	`conf`	Online convex optimization-based algorithm for thermal management of MPSoCs. ACM Great Lakes Symposium on VLSI Francesco Zanini, David Atienza, Giovanni De Micheli, Stephen P. Boyd
2010	A	`conf`	Optimized self-tuning for circuit aging. DATE Evelyn Mintarno, Joëlle Skaf, Rui Zheng, Jyothi Velamala, Yu Cao, Stephen P. Boyd, Robert W. Dutton, Subhasish Mitra
2010	—	`conf`	Optimizing Adaptive Modulation in Wireless Networks via Multi-Period Network Utility Maximization. ICC Daniel O'Neill, Ekine Akuiyibo, Stephen P. Boyd, Andrea J. Goldsmith
2010	J	`jnl`	Real-Time Convex Optimization in Signal Processing. IEEE Signal Process. Mag. John Mattingley, Stephen P. Boyd
2010	J	`jnl`	Segmentation of ARX-models using sum-of-norms regularization. Autom. Henrik Ohlsson, Lennart Ljung, Stephen P. Boyd
2010	—	`conf`	State smoothing by sum-of-norms regularization. CDC Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd
2010	—	`conf`	Trajectory generation using sum-of-norms regularization. CDC Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd
2009	J	`jnl`	Analysis and Synthesis of State-Feedback Controllers With Timing Jitter. IEEE Trans. Autom. Control. Joëlle Skaf, Stephen P. Boyd
2009	J	`jnl`	Cutting-set methods for robust convex optimization with pessimizing oracles. Optim. Methods Softw. Almir Mutapcic, Stephen P. Boyd
2009	J	`jnl`	Distributed Fault Identification via Non-parametric Belief Propagation CoRR Danny Bickson, Harel Avissar, Danny Dolev, Stephen P. Boyd, Alexander Ihler, Dror Baron
2009	J	`jnl`	Distributed Large Scale Network Utility Maximization CoRR Danny Bickson, Yoav Tock, Argyris Zymnis, Stephen P. Boyd, Danny Dolev
2009	B	`conf`	Distributed large scale network utility maximization. ISIT Danny Dolev, Argyris Zymnis, Stephen P. Boyd, Danny Bickson, Yoav Tock
2009	C	`conf`	Estimation of faults in DC electrical power system. ACC Dimitry Gorinevsky, Stephen P. Boyd, Scott Poll
2009	J	`jnl`	Fastest Mixing Markov Chain on Graphs with Symmetries. SIAM J. Optim. Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao
2009	—	`conf`	Mixed linear system estimation and identification. CDC Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky
2009	J	`jnl`	Nonlinear Q-Design for Convex Stochastic Control. IEEE Trans. Autom. Control. Joëlle Skaf, Stephen P. Boyd
2009	J	`jnl`	Optimal Estimation of Deterioration From Diagnostic Image Sequence. IEEE Trans. Signal Process. Dimitry M. Gorinevsky, Seung-Jean Kim, Shawn Beard, Stephen P. Boyd, Grant Gordon
2009	J	`jnl`	Performance bounds for linear stochastic control. Syst. Control. Lett. Yang Wang, Stephen P. Boyd
2009	J	`jnl`	Processor Speed Control With Thermal Constraints. IEEE Trans. Circuits Syst. I Regul. Pap. Almir Mutapcic, Stephen P. Boyd, Srinivasan Murali, David Atienza, Giovanni De Micheli, Rajesh Gupta
2009	J	`jnl`	Regular Analog/RF Integrated Circuits Design Using Optimization With Recourse Including Ellipsoidal Uncertainty. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yang Xu, Kan-Lin Hsiung, Xin Li, Lawrence T. Pileggi, Stephen P. Boyd
2009	J	`jnl`	Relaxed maximum a posteriori fault identification. Signal Process. Argyris Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky
2009	—	`ch.`	Semidefinite Programming and Determinant Maximization. Encyclopedia of Optimization Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu
2009	J	`jnl`	Sensor Selection via Convex Optimization. IEEE Trans. Signal Process. Siddharth Joshi, Stephen P. Boyd
2009	B	`conf`	Wireless NUM: rate and reliability tradeoffs in random environments. WCNC Daniel O'Neill, Boon Sim Thian, Andrea J. Goldsmith, Stephen P. Boyd
2008	J	`jnl`	A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance. SIAM J. Optim. Seung-Jean Kim, Stephen P. Boyd
2008	J	`jnl`	An Efficient Method for Large-Scale Gate Sizing. IEEE Trans. Circuits Syst. I Regul. Pap. Siddharth Joshi, Stephen P. Boyd
2008	B	`conf`	Cross-Layer Design with Adaptive Modulation: Delay, Rate, and Energy Tradeoffs. GLOBECOM Daniel O'Neill, Andrea J. Goldsmith, Stephen P. Boyd
2008	J	`jnl`	Design of Low-Bandwidth Spatially Distributed Feedback. IEEE Trans. Autom. Control. Dimitry M. Gorinevsky, Stephen P. Boyd, Gunter Stein
2008	J	`jnl`	Filter Design With Low Complexity Coefficients. IEEE Trans. Signal Process. Joëlle Skaf, Stephen P. Boyd
2008	J	`jnl`	Further Relaxations of the Semidefinite Programming Approach to Sensor Network Localization. SIAM J. Optim. Zizhuo Wang, Song Zheng, Yinyu Ye, Stephen P. Boyd
2008	—	`ch.`	Graph Implementations for Nonsmooth Convex Programs. Recent Advances in Learning and Control Michael C. Grant, Stephen P. Boyd
2008	C	`conf`	Identification of stable genetic networks using convex programming. ACC Michael M. Zavlanos, A. Agung Julius, Stephen P. Boyd, George J. Pappas
2008	Misc	`conf`	Learning the kernel via convex optimization. ICASSP Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd
2008	J	`jnl`	Minimizing Effective Resistance of a Graph. SIAM Rev. Arpita Ghosh, Stephen P. Boyd, Amin Saberi
2008	—	`conf`	Mixed state estimation for a linear Gaussian Markov model. CDC Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky
2008	C	`conf`	Mixed state estimation for a linear Gaussian Markov model. ICARCV Argyris Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky
2008	—	`conf`	Optimizing Adaptive Modulation in Wireless Networks via Utility Maximization. ICC Daniel O'Neill, Andrea J. Goldsmith, Stephen P. Boyd
2008	—	`book`	Recent Advances in Learning and Control Vincent D. Blondel, Stephen P. Boyd, Hidenori Kimura
2008	J	`jnl`	Robust Beamforming via Worst-Case SINR Maximization. IEEE Trans. Signal Process. Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo
2008	A	`conf`	Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization. DATE Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Luca Benini, Giovanni De Micheli
2007	A*	`conf`	A Method for Large-Scale l1-Regularized Logistic Regression. AAAI Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd
2007	—	`conf`	A minimax theorem with applications to machine learning, signal processing, and finance. CDC Seung-Jean Kim, Stephen P. Boyd
2007	—	`conf`	An Efficient Method for Compressed Sensing. ICIP (3) Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd
2007	J	`jnl`	An Interior-Point Method for Large-Scale J. Mach. Learn. Res. Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd
2007	J	`jnl`	An Interior-Point Method for Large-Scale $\ell_1$-Regularized Least Squares. J. Sel. Topics Signal Processing Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd, Dimitry Gorinevsky
2007	J	`jnl`	Beamforming With Uncertain Weights. IEEE Signal Process. Lett. Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd
2007	J	`jnl`	Distributed average consensus with least-mean-square deviation. J. Parallel Distributed Comput. Lin Xiao, Stephen P. Boyd, Seung-Jean Kim
2007	J	`jnl`	Fast Computation of Optimal Contact Forces. IEEE Trans. Robotics Stephen P. Boyd, Ben Wegbreit
2007	J	`jnl`	Generalized Chebyshev Bounds via Semidefinite Programming. SIAM Rev. Lieven Vandenberghe, Stephen P. Boyd, Katherine Comanor
2007	J	`jnl`	Portfolio optimization with linear and fixed transaction costs. Ann. Oper. Res. Miguel Sousa Lobo, Maryam Fazel, Stephen P. Boyd
2007	B	`conf`	Robust Chebyshev FIR Equalization. GLOBECOM Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd
2007	Misc	`conf`	Temperature-aware processor frequency assignment for MPSoCs using convex optimization. CODES+ISSS Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Giovanni De Micheli
2006	—	`conf`	A Linear Programming Approach for the Worst-Case Norm of Uncertain Linear Systems Subject to Disturbances with Magnitude and Rate Bounds. CDC Wathanyoo Khaisongkram, Stephen P. Boyd, David Banjerdpongchai
2006	A*	`conf`	A duality view of spectral methods for dimensionality reduction. ICML Lin Xiao, Jun Sun, Stephen P. Boyd
2006	—	`conf`	A space-time diffusion scheme for peer-to-peer least-squares estimation. IPSN Lin Xiao, Stephen P. Boyd, Sanjay Lall
2006	J	`jnl`	Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems. Math. Program. Aharon Ben-Tal, Stephen P. Boyd, Arkadi Nemirovski
2006	J	`jnl`	Fastest Mixing Markov Chain on a Path. Am. Math. Mon. Stephen P. Boyd, Persi Diaconis, Jun Sun, Lin Xiao
2006	—	`conf`	Growing Well-connected Graphs. CDC Arpita Ghosh, Stephen P. Boyd
2006	A*	`conf`	Optimal kernel selection in Kernel Fisher discriminant analysis. ICML Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
2006	J	`jnl`	Optimization-based design and implementation of multidimensional zero-phase IIR filters. IEEE Trans. Circuits Syst. I Regul. Pap. Dimitry Gorinevsky, Stephen P. Boyd
2006	A*	`conf`	Pareto optimal linear classification. ICML Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim
2006	J	`jnl`	Randomized gossip algorithms. IEEE Trans. Inf. Theory Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah
2006	J	`jnl`	The Fastest Mixing Markov Process on a Graph and a Connection to a Maximum Variance Unfolding Problem. SIAM Rev. Jun Sun, Stephen P. Boyd, Lin Xiao, Persi Diaconis
2005	—	`conf`	A New Method for Design of Robust Digital Circuits. ISQED Dinesh Patil, Sunghee Yun, Seung-Jean Kim, Alvin Cheung, Mark Horowitz, Stephen P. Boyd
2005	—	`conf`	A scheme for robust distributed sensor fusion based on average consensus. IPSN Lin Xiao, Stephen P. Boyd, Sanjay Lall
2005	J	`jnl`	Digital Circuit Optimization via Geometric Programming. Oper. Res. Stephen P. Boyd, Seung-Jean Kim, Dinesh Patil, Mark Horowitz
2005	—	`conf`	Geometric programming for circuit optimization. ISPD Stephen P. Boyd, Seung-Jean Kim
2005	A*	`conf`	Gossip algorithms: design, analysis and applications. INFOCOM Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah
2005	J	`jnl`	Least-Squares Covariance Matrix Adjustment. SIAM J. Matrix Anal. Appl. Stephen P. Boyd, Lin Xiao
2005	—	`conf`	Likelihood Bounds for Constrained Estimation with Uncertainty. CDC/ECC Sikandar Samar, Dimitry Gorinevsky, Stephen P. Boyd
2005	—	`conf`	Mixing Times for Random Walks on Geometric Random Graphs. ALENEX/ANALCO Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah
2005	A*	`conf`	OPERA: optimization with ellipsoidal uncertainty for robust analog IC design. DAC Yang Xu, Kan-Lin Hsiung, Xin Li, Ivan Nausieda, Stephen P. Boyd, Lawrence T. Pileggi
2005	J	`jnl`	Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Syst. Control. Lett. Luis Rodrigues, Stephen P. Boyd
2005	C	`conf`	Power control in lognormal fading wireless channels with uptime probability specifications via robust geometric programming. ACC Kan-Lin Hsiung, Seung-Jean Kim, Stephen P. Boyd
2005	—	`conf`	Robust Fisher Discriminant Analysis. NIPS Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
2005	J	`jnl`	Robust minimum variance beamforming. IEEE Trans. Signal Process. Robert G. Lorenz, Stephen P. Boyd
2005	J	`jnl`	Symmetry Analysis of Reversible Markov Chains. Internet Math. Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao
2005	—	`conf`	Tractable fitting with convex polynomials via sum-of-squares. CDC/ECC Alessandro Magnani, Sanjay Lall, Stephen P. Boyd
2004	—	`conf`	A decomposition approach to distributed analysis of networked systems. CDC Cedric Langbort, Lin Xiao, Raffaello D'Andrea, Stephen P. Boyd
2004	—	`conf`	Analysis and optimization of randomized gossip algorithms. CDC Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah
2004	—	`conf`	Distributed optimization for cooperative agents: application to formation flight. CDC Robin L. Raffard, Claire J. Tomlin, Stephen P. Boyd
2004	B	`conf`	Equalization of modal dispersion in multimode fiber using spatial light modulators. GLOBECOM Elad Alon, Vladimir Stojanovic, Joseph M. Kahn, Stephen P. Boyd, Mark Horowitz
2004	J	`jnl`	Fast linear iterations for distributed averaging. Syst. Control. Lett. Lin Xiao, Stephen P. Boyd
2004	J	`jnl`	Fastest Mixing Markov Chain on a Graph. SIAM Rev. Stephen P. Boyd, Persi Diaconis, Lin Xiao
2004	J	`jnl`	Geometric programming duals of channel capacity and rate distortion. IEEE Trans. Inf. Theory Mung Chiang, Stephen P. Boyd
2004	J	`jnl`	Iterative water-filling for Gaussian vector multiple-access channels. IEEE Trans. Inf. Theory Wei Yu, Wonjong Rhee, Stephen P. Boyd, John M. Cioffi
2004	—	`conf`	MP-DSM: a distributed cross layer network control protocol. ICC Daniel O'Neill, Yan Li, Stephen P. Boyd
2004	J	`jnl`	Managing power consumption in networks on chips. IEEE Trans. Very Large Scale Integr. Syst. Tajana Simunic, Stephen P. Boyd, Peter W. Glynn
2004	—	`conf`	Moving horizon filter for monotonic trends. CDC Sikandar Samar, Dimitry Gorinevsky, Stephen P. Boyd
2004	J	`jnl`	Near-optimal depth-constrained codes. IEEE Trans. Inf. Theory Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd
2004	A*	`conf`	ORACLE: optimization with recourse of analog circuits including layout extraction. DAC Yang Xu, Lawrence T. Pileggi, Stephen P. Boyd
2004	C	`conf`	Piecewise-affine state feedback using convex optimization. ACC Luis Rodrigues, Stephen P. Boyd
2004	C	`conf`	Rank minimization and applications in system theory. ACC Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd
2004	J	`jnl`	Simultaneous routing and resource allocation via dual decomposition. IEEE Trans. Commun. Lin Xiao, Mikael Johansson, Stephen P. Boyd
2003	—	`conf`	Fast linear iterations for distributed averaging. CDC Lin Xiao, Stephen P. Boyd
2003	—	`conf`	Joint Optimization of Wireless Communication and Networked Control Systems. European Summer School on Multi-AgentControl Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea J. Goldsmith
2003	J	`jnl`	Joint optimization of communication rates and linear systems. IEEE Trans. Autom. Control. Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea Goldsmith
2003	C	`conf`	Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices. ACC Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd
2003	—	`conf`	Optimization of phase-locked loop circuits via geometric programming. CICC David M. Colleran, Clemenz L. Portmann, Arash Hassibi, César A. R. Crusius, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee, Maria del Mar Hershenson
2003	C	`conf`	Optimization-based tuning of low-bandwidth control in spatially distributed systems. ACC Dimitry Gorinevsky, Stephen P. Boyd, Gunter Stein
2003	—	`conf`	Simultaneous routing and power allocation in CDMA wireless data networks. ICC Mikael Johansson, Lin Xiao, Stephen P. Boyd
2003	B	`conf`	Throughput-centric routing algorithm design. SPAA Brian Towles, William J. Dally, Stephen P. Boyd
2002	Misc	`conf`	An ellipsoidal approximation to the Hadamard product of ellipsoids. ICASSP Robert G. Lorenz, Stephen P. Boyd
2002	—	`conf`	Computing optimal uncertainty models from frequency domain data. CDC Haitham A. Hindi, Chang-Yun Seong, Stephen P. Boyd
2002	B	`conf`	Efficient nonlinear optimizations of queuing systems. GLOBECOM Mung Chiang, Arak Sutivong, Stephen P. Boyd
2002	A	`conf`	Managing Power Consumption in Networks on Chip. DATE Tajana Simunic, Stephen P. Boyd
2002	J	`jnl`	Optimal power control in interference-limited fading wireless channels with outage-probability specifications. IEEE Trans. Wirel. Commun. Sunil Kandukuri, Stephen P. Boyd
2002	A*	`conf`	QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks. INFOCOM David Julian, Mung Chiang, Daniel O'Neill, Stephen P. Boyd
2001	C	`conf`	A rank minimization heuristic with application to minimum order system approximation. ACC Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd
2001	—	`conf`	Design of robust global power and ground networks. ISPD Stephen P. Boyd, Lieven Vandenberghe, Abbas El Gamal, Sunghee Yun
2001	—	`conf`	Joint optimization of communication rates and linear systems. CDC Lin Xiao, Mikael Johansson, Haitam Hindi, Stephen P. Boyd, Andrea Goldsmith
2001	J	`jnl`	Optimal design of a CMOS op-amp via geometric programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
2000	J	`jnl`	Bandwidth extension in CMOS with optimized on-chip inductors. IEEE J. Solid State Circuits Sunderarajan S. Mohan, Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
2000	A*	`conf`	Near Optimal Routing Lookups with Bounded Worst Case Performance. INFOCOM Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd
2000	—	`conf`	On achieving reduced error propagation sensitivity in DFE design via convex optimization. CDC Robert L. Kosut, Wonzoo Chung, C. Richard Johnson Jr., Stephen P. Boyd
1999	A	`conf`	Design and optimization of LC oscillators. ICCAD Maria del Mar Hershenson, Ali Hajimiri, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee
1999	A*	`conf`	Optimization of Inductor Circuits via Geometric Programming. DAC Maria del Mar Hershenson, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee
1999	J	`jnl`	Simple accurate expressions for planar spiral inductances. IEEE J. Solid State Circuits Sunderarajan S. Mohan, Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
1998	—	`conf`	Automated design of folded-cascode op-amps with sensitivity analysis. ICECS Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
1998	J	`jnl`	Determinant Maximization with Linear Matrix Inequality Constraints. SIAM J. Matrix Anal. Appl. Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu
1998	A	`conf`	GPCAD: a tool for CMOS op-amp synthesis. ICCAD Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
1998	J	`jnl`	Integer parameter estimation in linear models with applications to GPS. IEEE Trans. Signal Process. Arash Hassibi, Stephen P. Boyd
1998	J	`jnl`	Optimizing dominant time constant in RC circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Lieven Vandenberghe, Stephen P. Boyd, Abbas A. El Gamal
1997	J	`jnl`	Antenna array pattern synthesis via convex optimization. IEEE Trans. Signal Process. Hervé Lebret, Stephen P. Boyd
1997	J	`jnl`	Obstacle Collision Detection Using Best Ellipsoid Fit. J. Intell. Robotic Syst. Elon Rimon, Stephen P. Boyd
1997	A	`conf`	Optimal wire and transistor sizing for circuits with non-tree topology. ICCAD Lieven Vandenberghe, Stephen P. Boyd, Abbas El Gamal
1996	J	`jnl`	Semidefinite Programming. SIAM Rev. Lieven Vandenberghe, Stephen P. Boyd
1995	J	`jnl`	A primal-dual potential reduction method for problems involving matrix inequalities. Math. Program. Lieven Vandenberghe, Stephen P. Boyd
1994	J	`jnl`	Generalized access control strategies for integrated services token passing systems. IEEE Trans. Commun. Joseph Pang, Fouad A. Tobagi, Stephen P. Boyd
1994	—	`book`	Linear Matrix Inequalities in System and Control Theory. Stephen P. Boyd, Laurent El Ghaoui, Eric M. Feron, Venkataramanan Balakrishnan
1991	J	`jnl`	On optimal signal sets for digital communications with finite precision and amplitude constraints. IEEE Trans. Commun. Michael L. Honig, Stephen P. Boyd, B. Gopinath, Erik Rantapaa
1990	J	`jnl`	Bounds on maximum throughput for digital communications with finite-precision and amplitude constraints. IEEE Trans. Inf. Theory Michael L. Honig, Kenneth Steiglitz, B. Gopinath, Stephen P. Boyd
1986	J	`jnl`	Necessary and sufficient conditions for parameter convergence in adaptive control. Autom. Stephen P. Boyd, S. Shankar Sastry