Stephen P. Boyd

Lipeng Ning, Tryphon T. Georgiou, Allen Tannenbaum, Stephen P. Boyd: Linear models based on noisy data and the Frisch scheme. CoRR abs/1304.3877 (2013)

Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd: Smoothed state estimates under abrupt changes using sum-of-norms regularization. Automatica 48(4): 595-605 (2012)

Eric Chu, Arezou Keshavarz, Dimitry M. Gorinevsky, Stephen P. Boyd: Moving horizon estimation for staged QP problems. CDC 2012: 3177-3182

Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic: Accuracy at the Top. NIPS 2012: 962-970

Matt Kraning, Eric Chu, Javad Lavaei, Stephen P. Boyd: Message Passing for Dynamic Network Energy Management. CoRR abs/1204.1106 (2012)

Michael M. Zavlanos, A. Agung Julius, Stephen P. Boyd, George J. Pappas: Inferring stable genetic networks from steady-state data. Automatica 47(6): 1113-1122 (2011)

Stephen P. Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein: Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers. Foundations and Trends in Machine Learning 3(1): 1-122 (2011)

Evelyn Mintarno, Joëlle Skaf, Rui Zheng, Jyothi Velamala, Yu Cao, Stephen P. Boyd, Robert W. Dutton, Subhasish Mitra: Self-Tuning for Maximized Lifetime Energy-Efficiency in the Presence of Circuit Aging. IEEE Trans. on CAD of Integrated Circuits and Systems 30(5): 760-773 (2011)

Yang Wang, Stephen P. Boyd: Fast Evaluation of Quadratic Control-Lyapunov Policy. IEEE Trans. Contr. Sys. Techn. 19(4): 939-946 (2011)

Mohsen Soltani, Rafael Wisniewski, Per Brath, Stephen P. Boyd: Load reduction of wind turbines using receding horizon control. CCA 2011: 852-857

Benjamin Biegel, Morten Juelsgaard, Matt Kraning, Stephen P. Boyd, Jakob Stoustrup: Wind turbine pitch optimization. CCA 2011: 1327-1334

Brendan O'Donoghue, Yang Wang, Stephen P. Boyd: Min-max approximate dynamic programming. CACSD 2011: 424-431

Henrik Ohlsson, Lennart Ljung, Stephen P. Boyd: Segmentation of ARX-models using sum-of-norms regularization. Automatica 46(6): 1107-1111 (2010)

Ekine Akuiyibo, Stephen P. Boyd: Adaptive Modulation with Smoothed Flow Utility. EURASIP J. Wireless Comm. and Networking 2010 (2010)

Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky: Mixed linear system estimation and identification. Signal Processing 90(3): 966-971 (2010)

Joëlle Skaf, Stephen P. Boyd: Design of Affine Controllers via Convex Optimization. IEEE Trans. Automat. Contr. 55(11): 2476-2487 (2010)

Ritesh Madan, Stephen P. Boyd, Sanjay Lall: Fast Algorithms for Resource Allocation in Wireless Cellular Networks. IEEE/ACM Trans. Netw. 18(3): 973-984 (2010)

Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd: Trajectory generation using sum-of-norms regularization. CDC 2010: 540-545

Henrik Ohlsson, Fredrik Gustafsson, Lennart Ljung, Stephen P. Boyd: State smoothing by sum-of-norms regularization. CDC 2010: 2880-2885

Evelyn Mintarno, Joëlle Skaf, Rui Zheng, Jyothi Velamala, Yu Cao, Stephen P. Boyd, Robert W. Dutton, Subhasish Mitra: Optimized self-tuning for circuit aging. DATE 2010: 586-591

Ekine Akuiyibo, Stephen P. Boyd, Daniel O'Neill: Adaptive Modulation in Wireless Networks with Smoothed Flow Utility. GLOBECOM 2010: 1-5

Francesco Zanini, David Atienza, Giovanni De Micheli, Stephen P. Boyd: Online convex optimization-based algorithm for thermal management of MPSoCs. ACM Great Lakes Symposium on VLSI 2010: 203-208

Daniel O'Neill, Ekine Akuiyibo, Stephen P. Boyd, Andrea J. Goldsmith: Optimizing Adaptive Modulation in Wireless Networks via Multi-Period Network Utility Maximization. ICC 2010: 1-5

Yang Wang, Stephen P. Boyd: Performance bounds for linear stochastic control. Systems & Control Letters 58(3): 178-182 (2009)

Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao: Fastest Mixing Markov Chain on Graphs with Symmetries. SIAM Journal on Optimization 20(2): 792-819 (2009)

Seung-Jean Kim, Kwangmoo Koh, Stephen P. Boyd, Dimitry M. Gorinevsky: ₁ Trend Filtering. SIAM Review 51(2): 339-360 (2009)

Argyris Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky: Relaxed maximum a posteriori fault identification. Signal Processing 89(6): 989-999 (2009)

Joëlle Skaf, Stephen P. Boyd: Analysis and Synthesis of State-Feedback Controllers With Timing Jitter. IEEE Trans. Automat. Contr. 54(3): 652-657 (2009)

Joëlle Skaf, Stephen P. Boyd: Nonlinear Q-Design for Convex Stochastic Control. IEEE Trans. Automat. Contr. 54(10): 2426-2430 (2009)

Yang Xu, Kan-Lin Hsiung, Xin Li, Lawrence T. Pileggi, Stephen P. Boyd: Regular Analog/RF Integrated Circuits Design Using Optimization With Recourse Including Ellipsoidal Uncertainty. IEEE Trans. on CAD of Integrated Circuits and Systems 28(5): 623-637 (2009)

Almir Mutapcic, Stephen P. Boyd, Srinivasan Murali, David Atienza, Giovanni De Micheli, Rajesh Gupta: Processor Speed Control With Thermal Constraints. IEEE Trans. on Circuits and Systems 56-I(9): 1994-2008 (2009)

Dimitry M. Gorinevsky, Seung-Jean Kim, S. Beard, Stephen P. Boyd, G. Gordon: Optimal Estimation of Deterioration From Diagnostic Image Sequence. IEEE Transactions on Signal Processing 57(3): 1030-1043 (2009)

Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky: Mixed linear system estimation and identification. CDC 2009: 1501-1506

Danny Dolev, Argyris Zymnis, Stephen P. Boyd, Danny Bickson, Yoav Tock: Distributed large scale network utility maximization. ISIT 2009: 829-833

Daniel O'Neill, Boon Sim Thian, Andrea J. Goldsmith, Stephen P. Boyd: Wireless NUM: rate and reliability tradeoffs in random environments. WCNC 2009: 444-449

Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu: Semidefinite Programming and Determinant Maximization. Encyclopedia of Optimization 2009: 3375-3380

Danny Bickson, Yoav Tock, Argyris Zymnis, Stephen P. Boyd, Danny Dolev: Distributed Large Scale Network Utility Maximization. CoRR abs/0901.2684 (2009)

Danny Bickson, Harel Avissar, Danny Dolev, Stephen P. Boyd, Alexander T. Ihler, Dror Baron: Distributed Fault Identification via Non-parametric Belief Propagation. CoRR abs/0908.2005 (2009)

Seung-Jean Kim, Stephen P. Boyd: A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance. SIAM Journal on Optimization 19(3): 1344-1367 (2008)

Dimitry M. Gorinevsky, Stephen P. Boyd, Gunter Stein: Design of Low-Bandwidth Spatially Distributed Feedback. IEEE Trans. Automat. Contr. 53(1): 257-272 (2008)

Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo: Robust Beamforming via Worst-Case SINR Maximization. IEEE Transactions on Signal Processing 56(4): 1539-1547 (2008)

Joëlle Skaf, Stephen P. Boyd: Filter Design With Low Complexity Coefficients. IEEE Transactions on Signal Processing 56(7-2): 3162-3169 (2008)

Argyrios Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky: Mixed state estimation for a linear Gaussian Markov model. CDC 2008: 3219-3226

Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Luca Benini, Giovanni De Micheli: Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization. DATE 2008: 110-115

Daniel O'Neill, Andrea J. Goldsmith, Stephen P. Boyd: Cross-Layer Design with Adaptive Modulation: Delay, Rate, and Energy Tradeoffs. GLOBECOM 2008: 4266-4271

Argyris Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky: Mixed state estimation for a linear Gaussian Markov model. ICARCV 2008: 1005-1011

Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd: Learning the kernel via convex optimization. ICASSP 2008: 1997-2000

Daniel O'Neill, Andrea J. Goldsmith, Stephen P. Boyd: Optimizing Adaptive Modulation in Wireless Networks via Utility Maximization. ICC 2008: 3372-3377

Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd: An Interior-Point Method for Large-Scale l₁-Regularized Logistic Regression. Journal of Machine Learning Research 8: 1519-1555 (2007)

Lin Xiao, Stephen P. Boyd, Seung-Jean Kim: Distributed average consensus with least-mean-square deviation. J. Parallel Distrib. Comput. 67(1): 33-46 (2007)

Stephen P. Boyd, Ben Wegbreit: Fast Computation of Optimal Contact Forces. IEEE Transactions on Robotics 23(6): 1117-1132 (2007)

Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd: A Method for Large-Scale l1-Regularized Logistic Regression. AAAI 2007: 565-571

Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Giovanni De Micheli: Temperature-aware processor frequency assignment for MPSoCs using convex optimization. CODES+ISSS 2007: 111-116

Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd: Robust Chebyshev FIR Equalization. GLOBECOM 2007: 3074-3079

Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd: An Efficient Method for Compressed Sensing. ICIP (3) 2007: 117-120

Stephen P. Boyd, Persi Diaconis, Jun Sun, Lin Xiao: Fastest Mixing Markov Chain on a Path. The American Mathematical Monthly 113(1): 70-74 (2006)

Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah: Randomized gossip algorithms. IEEE Transactions on Information Theory 52(6): 2508-2530 (2006)

Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd: Optimal kernel selection in Kernel Fisher discriminant analysis. ICML 2006: 465-472

Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim: Pareto optimal linear classification. ICML 2006: 473-480

Lin Xiao, Jun Sun, Stephen P. Boyd: A duality view of spectral methods for dimensionality reduction. ICML 2006: 1041-1048

Lin Xiao, Stephen P. Boyd, Sanjay Lall: A space-time diffusion scheme for peer-to-peer least-squares estimation. IPSN 2006: 168-176

Stephen P. Boyd, Persi Diaconis, Pablo A. Parrilo, Lin Xiao: Symmetry Analysis of Reversible Markov Chains. Internet Mathematics 2(1): 31-71 (2005)

Stephen P. Boyd, Seung-Jean Kim, Dinesh Patil, Mark Horowitz: Digital Circuit Optimization via Geometric Programming. Operations Research 53(6): 899-932 (2005)

Stephen P. Boyd, Lin Xiao: Least-Squares Covariance Matrix Adjustment. SIAM J. Matrix Analysis Applications 27(2): 532-546 (2005)

Robert G. Lorenz, Stephen P. Boyd: Robust minimum variance beamforming. IEEE Transactions on Signal Processing 53(5): 1684-1696 (2005)

Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah: Mixing Times for Random Walks on Geometric Random Graphs. ALENEX/ANALCO 2005: 240-249

Yang Xu, Kan-Lin Hsiung, Xin Li, Ivan Nausieda, Stephen P. Boyd, Lawrence T. Pileggi: OPERA: optimization with ellipsoidal uncertainty for robust analog IC design. DAC 2005: 632-637

Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah: Gossip algorithms: design, analysis and applications. INFOCOM 2005: 1653-1664

Lin Xiao, Stephen P. Boyd, Sanjay Lall: A scheme for robust distributed sensor fusion based on average consensus. IPSN 2005: 63-70

Stephen P. Boyd, Seung-Jean Kim: Geometric programming for circuit optimization. ISPD 2005: 44-46

Dinesh Patil, Sunghee Yun, Seung-Jean Kim, Alvin Cheung, Mark Horowitz, Stephen P. Boyd: A New Method for Design of Robust Digital Circuits. ISQED 2005: 676-681

Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd: Robust Fisher Discriminant Analysis. NIPS 2005

Lin Xiao, Stephen P. Boyd: Fast linear iterations for distributed averaging. Systems & Control Letters 53(1): 65-78 (2004)

Lin Xiao, Mikael Johansson, Stephen P. Boyd: Simultaneous routing and resource allocation via dual decomposition. IEEE Transactions on Communications 52(7): 1136-1144 (2004)

Wei Yu, Wonjong Rhee, Stephen P. Boyd, John M. Cioffi: Iterative water-filling for Gaussian vector multiple-access channels. IEEE Transactions on Information Theory 50(1): 145-152 (2004)

Mung Chiang, Stephen P. Boyd: Geometric programming duals of channel capacity and rate distortion. IEEE Transactions on Information Theory 50(2): 245-258 (2004)

Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd: Near-optimal depth-constrained codes. IEEE Transactions on Information Theory 50(12): 3294-3298 (2004)

Tajana Simunic, Stephen P. Boyd, Peter W. Glynn: Managing power consumption in networks on chips. IEEE Trans. VLSI Syst. 12(1): 96-107 (2004)

Yang Xu, Lawrence T. Pileggi, Stephen P. Boyd: ORACLE: optimization with recourse of analog circuits including layout extraction. DAC 2004: 151-154

Elad Alon, Vladimir Stojanovic, Joseph M. Kahn, Stephen P. Boyd, Mark Horowitz: Equalization of modal dispersion in multimode fiber using spatial light modulators. GLOBECOM 2004: 1023-1029

Daniel O'Neill, Yan Li, Stephen P. Boyd: MP-DSM: a distributed cross layer network control protocol. ICC 2004: 2102-2106

Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea Goldsmith: Joint optimization of communication rates and linear systems. IEEE Trans. Automat. Contr. 48(1): 148-153 (2003)

Lin Xiao, Mikael Johansson, Haitham A. Hindi, Stephen P. Boyd, Andrea J. Goldsmith: Joint Optimization of Wireless Communication and Networked Control Systems. European Summer School on Multi-AgentControl 2003: 248-272

Mikael Johansson, Lin Xiao, Stephen P. Boyd: Simultaneous routing and power allocation in CDMA wireless data networks. ICC 2003: 51-55

Brian Towles, William J. Dally, Stephen P. Boyd: Throughput-centric routing algorithm design. SPAA 2003: 200-209

Tajana Simunic, Stephen P. Boyd: Managing Power Consumption in Networks on Chip. DATE 2002: 110-116

Mung Chiang, Arak Sutivong, Stephen P. Boyd: Efficient nonlinear optimizations of queuing systems. GLOBECOM 2002: 2425-2429

David Julian, Mung Chiang, Daniel O'Neill, Stephen P. Boyd: QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks. INFOCOM 2002

Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee: Optimal design of a CMOS op-amp via geometric programming. IEEE Trans. on CAD of Integrated Circuits and Systems 20(1): 1-21 (2001)

Stephen P. Boyd, Lieven Vandenberghe, Abbas El Gamal, Sunghee Yun: Design of robust global power and ground networks. ISPD 2001: 60-65

Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd: Near Optimal Routing Lookups with Bounded Worst Case Performance. INFOCOM 2000: 1184-1192

Maria del Mar Hershenson, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee: Optimization of Inductor Circuits via Geometric Programming. DAC 1999: 994-998

Maria del Mar Hershenson, Ali Hajimiri, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee: Design and optimization of LC oscillators. ICCAD 1999: 65-69

Lieven Vandenberghe, Stephen P. Boyd, Abbas A. El Gamal: Optimizing dominant time constant in RC circuits. IEEE Trans. on CAD of Integrated Circuits and Systems 17(2): 110-125 (1998)

Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee: GPCAD: a tool for CMOS op-amp synthesis. ICCAD 1998: 296-303

Elon Rimon, Stephen P. Boyd: Obstacle Collision Detection Using Best Ellipsoid Fit. Journal of Intelligent and Robotic Systems 18(2): 105-126 (1997)

Lieven Vandenberghe, Stephen P. Boyd, Abbas El Gamal: Optimal wire and transistor sizing for circuits with non-tree topology. ICCAD 1997: 252-259

Lieven Vandenberghe, Stephen P. Boyd: A primal-dual potential reduction method for problems involving matrix inequalities. Math. Program. 69: 205-236 (1995)

Michael L. Honig, Stephen P. Boyd, B. Gopinath, Erik Rantapaa: On optimal signal sets for digital communications with finite precision and amplitude constraints. IEEE Transactions on Communications 39(2): 249-255 (1991)

Michael L. Honig, Kenneth Steiglitz, B. Gopinath, Stephen P. Boyd: Bounds on maximum throughput for digital communications with finite-precision and amplitude constraints. IEEE Transactions on Information Theory 36(3): 472-484 (1990)