# Stephen P. Boyd

Affiliations:
• Stanford University, USA

According to our database1, Stephen P. Boyd authored at least 255 papers between 1986 and 2022.

Collaborative distances:

Book
In proceedings
Article
PhD thesis
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## Bibliography

2022
Stochastic Control With Affine Dynamics and Extended Quadratic Costs.
IEEE Trans. Autom. Control., 2022

Embedded Code Generation With CVXPY.
IEEE Control. Syst. Lett., 2022

A Certainty Equivalent Merton Problem.
IEEE Control. Syst. Lett., 2022

Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization.
CoRR, 2022

Signal Decomposition Using Masked Proximal Operators.
CoRR, 2022

A Light-Weight Multi-Objective Asynchronous Hyper-Parameter Optimizer.
CoRR, 2022

2021
Dirty Pixels: Towards End-to-end Image Processing and Perception.
ACM Trans. Graph., 2021

Pareto Optimal Projection Search (POPS): Automated Radiation Therapy Treatment Planning by Direct Search of the Pareto Surface.
IEEE Trans. Biomed. Eng., 2021

Optimal representative sample weighting.
Stat. Comput., 2021

Tax-Aware Portfolio Construction via Convex Optimization.
J. Optim. Theory Appl., 2021

A Distributed Method for Fitting Laplacian Regularized Stratified Models.
J. Mach. Learn. Res., 2021

Learning Convex Optimization Models.
IEEE CAA J. Autom. Sinica, 2021

Minimum-Distortion Embedding.
Found. Trends Mach. Learn., 2021

Allocation of Fungible Resources via a Fast, Scalable Price Discovery Method.
CoRR, 2021

Covariance Prediction via Convex Optimization.
CoRR, 2021

Low Rank Forecasting.
CoRR, 2021

Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Sample Efficient Reinforcement Learning with REINFORCE.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Anderson Accelerated Douglas-Rachford Splitting.
SIAM J. Sci. Comput., 2020

On the Convergence of Mirror Descent beyond Stochastic Convex Programming.
SIAM J. Optim., 2020

Globally Convergent Type-I Anderson Acceleration for Nonsmooth Fixed-Point Iterations.
SIAM J. Optim., 2020

Minimizing a sum of clipped convex functions.
Optim. Lett., 2020

Disciplined quasiconvex programming.
Optim. Lett., 2020

OSQP: an operator splitting solver for quadratic programs.
Math. Program. Comput., 2020

A simple effective heuristic for embedded mixed-integer quadratic programming.
Int. J. Control, 2020

Fitting Laplacian Regularized Stratified Gaussian Models.
CoRR, 2020

Eigen-Stratified Models.
CoRR, 2020

SWIFTCORE: a tool for the context-specific reconstruction of genome-scale metabolic networks.
BMC Bioinform., 2020

Fitting a Linear Control Policy to Demonstrations with a Kalman Constraint.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Learning Convex Optimization Control Policies.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Optimal Operation of a Plug-in Hybrid Vehicle with Battery Thermal and Degradation Model.
Proceedings of the 2020 American Control Conference, 2020

Fitting a Kalman Smoother to Data.
Proceedings of the 2020 American Control Conference, 2020

2019
Learning Probabilistic Trajectory Models of Aircraft in Terminal Airspace From Position Data.
IEEE Trans. Intell. Transp. Syst., 2019

Disciplined geometric programming.
Optim. Lett., 2019

A Distributed Method for Optimal Capacity Reservation.
J. Optim. Theory Appl., 2019

Infeasibility Detection in the Alternating Direction Method of Multipliers for Convex Optimization.
J. Optim. Theory Appl., 2019

Real-Time Radiation Treatment Planning with Optimality Guarantees via Cluster and Bound Methods.
INFORMS J. Comput., 2019

Distributed majorization-minimization for Laplacian regularized problems.
IEEE CAA J. Autom. Sinica, 2019

A General Optimization Framework for Dynamic Time Warping.
CoRR, 2019

Least Squares Auto-Tuning.
CoRR, 2019

Solution refinement at regular points of conic problems.
Comput. Optim. Appl., 2019

Multi-period portfolio selection with drawdown control.
Ann. Oper. Res., 2019

Greedy Gaussian segmentation of multivariate time series.

Differentiable Convex Optimization Layers.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging.
ACM Trans. Graph., 2018

A general system for heuristic minimization of convex functions over non-convex sets.
Optim. Methods Softw., 2018

A semidefinite programming method for integer convex quadratic minimization.
Optim. Lett., 2018

Network Optimization for Unified Packet and Circuit Switched Networks.
CoRR, 2018

Fitting jump models.
Autom., 2018

Convolutional Imputation of Matrix Networks.
Proceedings of the 35th International Conference on Machine Learning, 2018

Embedded Mixed-Integer Quadratic optimization Using the OSQP Solver.
Proceedings of the 16th European Control Conference, 2018

Prediction error methods in learning jump ARMAX models.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Dynamic Resource Allocation for Energy Efficient Transmission in Digital Subscriber Lines.
IEEE Trans. Signal Process., 2017

Linear Convergence and Metric Selection for Douglas-Rachford Splitting and ADMM.
IEEE Trans. Autom. Control., 2017

Stochastic Matrix-Free Equilibration.
J. Optim. Theory Appl., 2017

SnapVX: A Network-Based Convex Optimization Solver.
J. Mach. Learn. Res., 2017

Saturating Splines and Feature Selection.
J. Mach. Learn. Res., 2017

Found. Trends Optim., 2017

A Rewriting System for Convex Optimization Problems.
CoRR, 2017

Mirror descent in non-convex stochastic programming.
CoRR, 2017

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data.
CoRR, 2017

Stochastic Mirror Descent in Variationally Coherent Optimization Problems.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Network Inference via the Time-Varying Graphical Lasso.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Embedded code generation using the OSQP solver.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Dynamic energy management with scenario-based robust MPC.
Proceedings of the 2017 American Control Conference, 2017

Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Antagonistic control.
Syst. Control. Lett., 2016

Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding.
J. Optim. Theory Appl., 2016

A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights.
J. Mach. Learn. Res., 2016

CVXPY: A Python-Embedded Modeling Language for Convex Optimization.
J. Mach. Learn. Res., 2016

Generalized Low Rank Models.
Found. Trends Mach. Learn., 2016

Linear Programming Heuristics for the Graph Isomorphism Problem.
CoRR, 2016

Convolutional Imputation of Matrix Network.
CoRR, 2016

Bounding duality gap for separable problems with linear constraints.
Comput. Optim. Appl., 2016

A New Architecture for Optimization Modeling Frameworks.
Proceedings of the 6th Workshop on Python for High-Performance and Scientific Computing, 2016

Optimal Resource Allocation for Energy Efficient Transmission in DSL.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Disciplined convex-concave programming.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Maximum torque-per-current control of induction motors via semidefinite programming.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Line search for averaged operator iteration.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Optimal current waveforms for switched-reluctance motors.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
Linear Models Based on Noisy Data and the Frisch Scheme.
SIAM Rev., 2015

A perspective-based convex relaxation for switched-affine optimal control.
Syst. Control. Lett., 2015

Optimal current waveforms for brushless permanent magnet motors.
Int. J. Control, 2015

Extensions of Gauss Quadrature Via Linear Programming.
Found. Comput. Math., 2015

SnapVX: A Network-Based Convex Optimization Solver.
CoRR, 2015

Metric selection in fast dual forward-backward splitting.
Autom., 2015

Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Network Lasso: Clustering and Optimization in Large Graphs.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Convex Optimization with Abstract Linear Operators.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Non-parametric regression modeling for stochastic optimization of power grid load forecast.
Proceedings of the American Control Conference, 2015

2014
Optimal Crowd-Powered Rating and Filtering Algorithms.
Proc. VLDB Endow., 2014

Block splitting for distributed optimization.
Math. Program. Comput., 2014

Minimum-time speed optimisation over a fixed path.
Int. J. Control, 2014

Proximal Algorithms.
Found. Trends Optim., 2014

Dynamic Network Energy Management via Proximal Message Passing.
Found. Trends Optim., 2014

Performance Bounds and Suboptimal Policies for Multi-Period Investment.
Found. Trends Optim., 2014

Convex optimization in Julia.
Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

Plenary talk: Performance bounds and suboptimal policies for multi-period investment.
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014

Monotonicity and restart in fast gradient methods.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Preconditioning in fast dual gradient methods.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Diagonal scaling in Douglas-Rachford splitting and ADMM.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Convex Optimization.
Cambridge University Press, ISBN: 9780511804441, 2014

2013
A Splitting Method for Optimal Control.
IEEE Trans. Control. Syst. Technol., 2013

Risk group detection and survival function estimation for interval coded survival methods.
Neurocomputing, 2013

Nonconvex model predictive control for commercial refrigeration.
Int. J. Control, 2013

Iterated approximate value functions.
Proceedings of the 12th European Control Conference, 2013

MPC for wind power gradients - utilizing forecasts, rotor inertia, and central energy storage.
Proceedings of the 12th European Control Conference, 2013

PID design by convex-concave optimization.
Proceedings of the 12th European Control Conference, 2013

ECOS: An SOCP solver for embedded systems.
Proceedings of the 12th European Control Conference, 2013

Code generation for embedded second-order cone programming.
Proceedings of the 12th European Control Conference, 2013

2012
Message Passing for Dynamic Network Energy Management
CoRR, 2012

Smoothed state estimates under abrupt changes using sum-of-norms regularization.
Autom., 2012

Accuracy at the Top.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Interval coded scoring systems for survival analysis.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Moving horizon estimation for staged QP problems.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Fast Evaluation of Quadratic Control-Lyapunov Policy.
IEEE Trans. Control. Syst. Technol., 2011

Self-Tuning for Maximized Lifetime Energy-Efficiency in the Presence of Circuit Aging.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers.
Found. Trends Mach. Learn., 2011

Inferring stable genetic networks from steady-state data.
Autom., 2011

Convex optimization: from embedded real-time to large-scale distributed.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Min-max approximate dynamic programming.
Proceedings of the 2011 IEEE International Symposium on Computer-Aided Control System Design, 2011

Imputing a convex objective function.
Proceedings of the 2011 IEEE International Symposium on Intelligent Control, 2011

Load reduction of wind turbines using receding horizon control.
Proceedings of the IEEE International Conference on Control Applications, 2011

Wind turbine pitch optimization.
Proceedings of the IEEE International Conference on Control Applications, 2011

2010
Fast Algorithms for Resource Allocation in Wireless Cellular Networks.
IEEE/ACM Trans. Netw., 2010

Fast Model Predictive Control Using Online Optimization.
IEEE Trans. Control. Syst. Technol., 2010

Design of Affine Controllers via Convex Optimization.
IEEE Trans. Autom. Control., 2010

Real-Time Convex Optimization in Signal Processing.
IEEE Signal Process. Mag., 2010

Compressed Sensing With Quantized Measurements.
IEEE Signal Process. Lett., 2010

Mixed linear system estimation and identification.
Signal Process., 2010

Adaptive Modulation with Smoothed Flow Utility.
EURASIP J. Wirel. Commun. Netw., 2010

Segmentation of ARX-models using sum-of-norms regularization.
Autom., 2010

Optimizing Adaptive Modulation in Wireless Networks via Multi-Period Network Utility Maximization.
Proceedings of IEEE International Conference on Communications, 2010

Online convex optimization-based algorithm for thermal management of MPSoCs.
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

Adaptive Modulation in Wireless Networks with Smoothed Flow Utility.
Proceedings of the Global Communications Conference, 2010

Optimized self-tuning for circuit aging.
Proceedings of the Design, Automation and Test in Europe, 2010

State smoothing by sum-of-norms regularization.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Trajectory generation using sum-of-norms regularization.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Code generation for receding horizon control.
Proceedings of the 2010 IEEE International Symposium on Computer-Aided Control System Design, 2010

Automatic code generation for real-time convex optimization.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010

2009
Semidefinite Programming and Determinant Maximization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Sensor Selection via Convex Optimization.
IEEE Trans. Signal Process., 2009

Optimal Estimation of Deterioration From Diagnostic Image Sequence.
IEEE Trans. Signal Process., 2009

Processor Speed Control With Thermal Constraints.
IEEE Trans. Circuits Syst. I Regul. Pap., 2009

Regular Analog/RF Integrated Circuits Design Using Optimization With Recourse Including Ellipsoidal Uncertainty.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Nonlinear Q-Design for Convex Stochastic Control.
IEEE Trans. Autom. Control., 2009

Analysis and Synthesis of State-Feedback Controllers With Timing Jitter.
IEEE Trans. Autom. Control., 2009

Relaxed maximum a posteriori fault identification.
Signal Process., 2009

<sub>1</sub> Trend Filtering.
SIAM Rev., 2009

Fastest Mixing Markov Chain on Graphs with Symmetries.
SIAM J. Optim., 2009

Performance bounds for linear stochastic control.
Syst. Control. Lett., 2009

Cutting-set methods for robust convex optimization with pessimizing oracles.
Optim. Methods Softw., 2009

Distributed Fault Identification via Non-parametric Belief Propagation
CoRR, 2009

Wireless NUM: rate and reliability tradeoffs in random environments.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Distributed large scale network utility maximization.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Estimation of faults in DC electrical power system.
Proceedings of the American Control Conference, 2009

2008
Filter Design With Low Complexity Coefficients.
IEEE Trans. Signal Process., 2008

Robust Beamforming via Worst-Case SINR Maximization.
IEEE Trans. Signal Process., 2008

An Efficient Method for Large-Scale Gate Sizing.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Design of Low-Bandwidth Spatially Distributed Feedback.
IEEE Trans. Autom. Control., 2008

Minimizing Effective Resistance of a Graph.
SIAM Rev., 2008

Further Relaxations of the Semidefinite Programming Approach to Sensor Network Localization.
SIAM J. Optim., 2008

A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance.
SIAM J. Optim., 2008

Optimizing Adaptive Modulation in Wireless Networks via Utility Maximization.
Proceedings of IEEE International Conference on Communications, 2008

Learning the kernel via convex optimization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Mixed state estimation for a linear Gaussian Markov model.
Proceedings of the 10th International Conference on Control, 2008

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization.
Proceedings of the Design, Automation and Test in Europe, 2008

Identification of stable genetic networks using convex programming.
Proceedings of the American Control Conference, 2008

Graph Implementations for Nonsmooth Convex Programs.
Proceedings of the Recent Advances in Learning and Control, 2008

2007
Fast Computation of Optimal Contact Forces.
IEEE Trans. Robotics, 2007

Beamforming With Uncertain Weights.
IEEE Signal Process. Lett., 2007

Generalized Chebyshev Bounds via Semidefinite Programming.
SIAM Rev., 2007

An Interior-Point Method for Large-Scale $\ell_1$-Regularized Least Squares.
J. Sel. Topics Signal Processing, 2007

Distributed average consensus with least-mean-square deviation.
J. Parallel Distributed Comput., 2007

An Interior-Point Method for Large-Scale <i>l</i><sub>1</sub>-Regularized Logistic Regression.
J. Mach. Learn. Res., 2007

Portfolio optimization with linear and fixed transaction costs.
Ann. Oper. Res., 2007

An Efficient Method for Compressed Sensing.
Proceedings of the International Conference on Image Processing, 2007

Robust Chebyshev FIR Equalization.
Proceedings of the Global Communications Conference, 2007

Temperature-aware processor frequency assignment for MPSoCs using convex optimization.
Proceedings of the 5th International Conference on Hardware/Software Codesign and System Synthesis, 2007

A Method for Large-Scale l1-Regularized Logistic Regression.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Randomized gossip algorithms.
IEEE Trans. Inf. Theory, 2006

Optimization-based design and implementation of multidimensional zero-phase IIR filters.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Fastest Mixing Markov Chain on a Path.
Am. Math. Mon., 2006

The Fastest Mixing Markov Process on a Graph and a Connection to a Maximum Variance Unfolding Problem.
SIAM Rev., 2006

Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems.
Math. Program., 2006

A space-time diffusion scheme for peer-to-peer least-squares estimation.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

A duality view of spectral methods for dimensionality reduction.
Proceedings of the Machine Learning, 2006

Pareto optimal linear classification.
Proceedings of the Machine Learning, 2006

Optimal kernel selection in Kernel Fisher discriminant analysis.
Proceedings of the Machine Learning, 2006

Growing Well-connected Graphs.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Robust minimum variance beamforming.
IEEE Trans. Signal Process., 2005

SIAM J. Matrix Anal. Appl., 2005

Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization.
Syst. Control. Lett., 2005

Digital Circuit Optimization via Geometric Programming.
Oper. Res., 2005

Symmetry Analysis of Reversible Markov Chains.
Internet Math., 2005

Robust Fisher Discriminant Analysis.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

A New Method for Design of Robust Digital Circuits.
Proceedings of the 6th International Symposium on Quality of Electronic Design (ISQED 2005), 2005

Geometric programming for circuit optimization.
Proceedings of the 2005 International Symposium on Physical Design, 2005

A scheme for robust distributed sensor fusion based on average consensus.
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

Gossip algorithms: design, analysis and applications.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

OPERA: optimization with ellipsoidal uncertainty for robust analog IC design.
Proceedings of the 42nd Design Automation Conference, 2005

Likelihood Bounds for Constrained Estimation with Uncertainty.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Tractable fitting with convex polynomials via sum-of-squares.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Mixing Times for Random Walks on Geometric Random Graphs.
Proceedings of the Seventh Workshop on Algorithm Engineering and Experiments and the Second Workshop on Analytic Algorithmics and Combinatorics, 2005

2004
Managing power consumption in networks on chips.
IEEE Trans. Very Large Scale Integr. Syst., 2004

Iterative water-filling for Gaussian vector multiple-access channels.
IEEE Trans. Inf. Theory, 2004

Near-optimal depth-constrained codes.
IEEE Trans. Inf. Theory, 2004

Geometric programming duals of channel capacity and rate distortion.
IEEE Trans. Inf. Theory, 2004

Simultaneous routing and resource allocation via dual decomposition.
IEEE Trans. Commun., 2004

Fastest Mixing Markov Chain on a Graph.
SIAM Rev., 2004

Fast linear iterations for distributed averaging.
Syst. Control. Lett., 2004

MP-DSM: a distributed cross layer network control protocol.
Proceedings of IEEE International Conference on Communications, 2004

Equalization of modal dispersion in multimode fiber using spatial light modulators.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

ORACLE: optimization with recourse of analog circuits including layout extraction.
Proceedings of the 41th Design Automation Conference, 2004

Moving horizon filter for monotonic trends.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Distributed optimization for cooperative agents: application to formation flight.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Analysis and optimization of randomized gossip algorithms.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Joint optimization of communication rates and linear systems.
IEEE Trans. Autom. Control., 2003

Throughput-centric routing algorithm design.
Proceedings of the SPAA 2003: Proceedings of the Fifteenth Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2003

Simultaneous routing and power allocation in CDMA wireless data networks.
Proceedings of IEEE International Conference on Communications, 2003

Joint Optimization of Wireless Communication and Networked Control Systems.
Proceedings of the Switching and Learning in Feedback Systems, 2003

Optimization of phase-locked loop circuits via geometric programming.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2003

Optimization-based tuning of low-bandwidth control in spatially distributed systems.
Proceedings of the American Control Conference, 2003

Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices.
Proceedings of the American Control Conference, 2003

2002
Optimal power control in interference-limited fading wireless channels with outage-probability specifications.
IEEE Trans. Wirel. Commun., 2002

QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

An ellipsoidal approximation to the Hadamard product of ellipsoids.
Proceedings of the IEEE International Conference on Acoustics, 2002

Efficient nonlinear optimizations of queuing systems.
Proceedings of the Global Telecommunications Conference, 2002

Managing Power Consumption in Networks on Chip.
Proceedings of the 2002 Design, 2002

Computing optimal uncertainty models from frequency domain data.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
Optimal design of a CMOS op-amp via geometric programming.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001

Design of robust global power and ground networks.
Proceedings of the 2001 International Symposium on Physical Design, 2001

A rank minimization heuristic with application to minimum order system approximation.
Proceedings of the American Control Conference, 2001

2000
Bandwidth extension in CMOS with optimized on-chip inductors.
IEEE J. Solid State Circuits, 2000

Near Optimal Routing Lookups with Bounded Worst Case Performance.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

On achieving reduced error propagation sensitivity in DFE design via convex optimization.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
Design and optimization of LC oscillators.
Proceedings of the 1999 IEEE/ACM International Conference on Computer-Aided Design, 1999

Optimization of Inductor Circuits via Geometric Programming.
Proceedings of the 36th Conference on Design Automation, 1999

1998
Integer parameter estimation in linear models with applications to GPS.
IEEE Trans. Signal Process., 1998

Optimizing dominant time constant in RC circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1998

Automated design of folded-cascode op-amps with sensitivity analysis.
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998

GPCAD: a tool for CMOS op-amp synthesis.
Proceedings of the 1998 IEEE/ACM International Conference on Computer-Aided Design, 1998

1997
Antenna array pattern synthesis via convex optimization.
IEEE Trans. Signal Process., 1997

Obstacle Collision Detection Using Best Ellipsoid Fit.
J. Intell. Robotic Syst., 1997

Optimal wire and transistor sizing for circuits with non-tree topology.
Proceedings of the 1997 IEEE/ACM International Conference on Computer-Aided Design, 1997

1996
Semidefinite Programming.
SIAM Rev., 1996

1995
A primal-dual potential reduction method for problems involving matrix inequalities.
Math. Program., 1995

1994
Generalized access control strategies for integrated services token passing systems.
IEEE Trans. Commun., 1994

Linear Matrix Inequalities in System and Control Theory.
Studies in Applied Mathematics 15, SIAM, ISBN: 978-1-61197-077-7, 1994

1991
On optimal signal sets for digital communications with finite precision and amplitude constraints.
IEEE Trans. Commun., 1991

1990
Bounds on maximum throughput for digital communications with finite-precision and amplitude constraints.
IEEE Trans. Inf. Theory, 1990

1986
Necessary and sufficient conditions for parameter convergence in adaptive control.
Autom., 1986