Lieven Vandenberghe

发表

Sampling method for semidefinite programmes with non-negative Popov function constraints

Anders Hansson, Lieven Vandenberghe, L. Vandenberghe, 2014, Int. J. Control.

Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization

Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl, 2010, 2010 IEEE International Symposium on Computer-Aided Control System Design.

Equality constrained minimization

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

Connections between Semi-Infinite and Semidefinite Programming

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1998 .

Diffusion stochastic optimization with non-smooth regularizers

Ali H. Sayed, Lieven Vandenberghe, Stefan Vlaski, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On the equivalence of the primal-dual hybrid gradient method and Douglas–Rachford splitting

Lieven Vandenberghe, Daniel O’Connor, L. Vandenberghe, 2018, Math. Program..

Total variation image deblurring with space-varying kernel

Lieven Vandenberghe, Daniel O'Connor, L. Vandenberghe, 2017, Computational Optimization and Applications.

Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

Lieven Vandenberghe, Zhang Liu, L. Vandenberghe, 2009, SIAM J. Matrix Anal. Appl..

The generalized linear complementarity problem and an algorithm to find all its solutions

Joos Vandewalle, Bart De Moor, Lieven Vandenberghe, 1992, Math. Program..

Logarithmic barriers for sparse matrix cones

Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl, 2012, Optim. Methods Softw..

Design of robust global power and ground networks

Stephen P. Boyd, Abbas El Gamal, Sunghee Yun, 2001, ISPD '01.

Decomposition Methods for Sparse Matrix Nearness Problems

Yifan Sun, Lieven Vandenberghe, L. Vandenberghe, 2015, SIAM J. Matrix Anal. Appl..

Entropic Proximal Operators for Nonnegative Trigonometric Polynomials

Lieven Vandenberghe, Hsiao-Han Chao, L. Vandenberghe, 2018, IEEE Transactions on Signal Processing.

Distributed algorithm for node localization in wireless ad-hoc networks

Kung Yao, Lieven Vandenberghe, Bing Hwa Cheng, 2010, TOSN.

Application of relaxation methods to the adaptive training of neural networks

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 1989 .

Multidimensional FIR Filter Design Via Trigonometric Sum-of-Squares Optimization

Lieven Vandenberghe, Bogdan Dumitrescu, Tae Roh, 2007, IEEE Journal of Selected Topics in Signal Processing.

Topology Selection in Graphical Models of Autoregressive Processes

Lieven Vandenberghe, Jitkomut Songsiri, L. Vandenberghe, 2010, J. Mach. Learn. Res..

Convex optimization problems involving finite autocorrelation sequences

Lieven Vandenberghe, Brien Alkire, L. Vandenberghe, 2002, Math. Program..

Semidefinite programming bounds on the probability of error of binary communication systems with inexactly known intersymbol interference

Kung Yao, Lieven Vandenberghe, Bing Hwa Cheng, 2005, IEEE Transactions on Information Theory.

The computation of equilibrium points in cellular neural networks using complementary pivoting

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 1991 .

CRCD program: convex optimization for engineering analysis and design

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1995, Proceedings of 1995 American Control Conference - ACC'95.

Semidefinite Programming

Stephen P. Boyd, Lieven Vandenberghe, L. Vandenberghe, 1996, SIAM Rev..

Variable dimension algorithms for solving resistive circuits

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 1990, Int. J. Circuit Theory Appl..

Generalized KYP Lemma With Real Data

Goele Pipeleers, Lieven Vandenberghe, L. Vandenberghe, 2011, IEEE Transactions on Automatic Control.

SOCP: Software for Second-Order Cone Programming User's Guide

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1997 .

Interior-point methods for magnitude filter design

Lieven Vandenberghe, Brien Alkire, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Covariance selection for nonchordal graphs via chordal embedding

Vwani P. Roychowdhury, Lieven Vandenberghe, Joachim Dahl, 2008, Optim. Methods Softw..

Generalized Chebyshev Bounds via Semidefinite Programming

Stephen P. Boyd, Lieven Vandenberghe, Katherine Comanor, 2007, SIAM Rev..

Relaxations applicable to mixed integer predictive control comparisons and efficient computations

Daniel Axehill, Anders Hansson, Lieven Vandenberghe, 2007, 2007 46th IEEE Conference on Decision and Control.

Handbook of Semidefinite Programming

Henry Wolkowicz, Lieven Vandenberghe, Romesh Saigal, 2000 .

Array Processing for Target DOA, Localization, and Classification Based on AML and SVM Algorithms in Sensor Networks

Kung Yao, Joe C. Chen, R. E. Hudson, 2003, IPSN.

Semidefinite programming duality and linear time-invariant systems

Venkataramanan Balakrishnan, Lieven Vandenberghe, L. Vandenberghe, 2003, IEEE Trans. Autom. Control..

MAXDET: Software for Determinant Maximization Problems User's Guide

Stephen Boyd, Lieven Vandenberghe, Shao-Po Wu, 1996 .

Energy Minimization of a QAM System

Babak Daneshrad, Lieven Vandenberghe, Raghavendra S. Prabhu, 2007, 2007 IEEE Wireless Communications and Networking Conference.

Optimizing Dominant Time Constant in RC Circuits (PREPRINT)

Abbas El Gamal, Lieven Vandenberghe, Stephen Boyd, 1996 .

Centralized network utility maximization over aggregate flows

Mario Gerla, Lieven Vandenberghe, Riten Gupta, 2016, 2016 14th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt).

Evaluation of Fully-Integrated Switching Regulators for CMOS Process Technologies

Chih-Kong Ken Yang, Lieven Vandenberghe, Jaeseo Lee, 2007, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

FIR Filter Design via Spectral Factorization and Convex Optimization

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1999 .

Interior-Point Algorithms for Sum-Of-Squares Optimization of Multidimensional Trigonometric Polynomials

Bogdan Dumitrescu, Lieven Vandenberghe, Tae Roh, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Low-rank structure in semidefinite programs derived from the KYP lemma

Lieven Vandenberghe, Zhang Liu, L. Vandenberghe, 2007, 2007 46th IEEE Conference on Decision and Control.

Graphical models of autoregressive processes

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2010, Convex Optimization in Signal Processing and Communications.

Optimal wire and transistor sizing for circuits with non-tree topology

Stephen P. Boyd, Abbas El Gamal, Lieven Vandenberghe, 1997, 1997 Proceedings of IEEE International Conference on Computer Aided Design (ICCAD).

Recursive training methods for robust classification: a sequential analytic centering approach to the support vector machine

Lieven Vandenberghe, Katherine Comanor, 2003, SPIE Optics + Photonics.

A path-following method for finding multiple equilibrium points in cellular neural networks

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 1992, Int. J. Circuit Theory Appl..

Approximate maximum-likelihood estimation using semidefinite programming

Bernard H. Fleury, Lieven Vandenberghe, Joachim Dahl, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Semidefinite Representations of Gauge Functions for Structured Low-Rank Matrix Decomposition

Lieven Vandenberghe, Hsiao-Han Chao, L. Vandenberghe, 2016, SIAM J. Optim..

Convex Piecewise-Linear Modeling Method for Circuit Optimization via Geometric Programming

Chih-Kong Ken Yang, Jintae Kim, Lieven Vandenberghe, 2010, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Decomposition in Conic Optimization with Partially Separable Structure

Yifan Sun, Martin S. Andersen, Lieven Vandenberghe, 2013, SIAM J. Optim..

Convex Optimization: References

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

A continuous Deformation Algorithm for DC-Analysis of Active nonlinear Circuits

Joos Vandewalle, Lieven Vandenberghe, 1991, J. Circuits Syst. Comput..

Decentralized large-scale power balancing

Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen, 2013, IEEE PES ISGT Europe 2013.

Piecewise-Linear Circuits and Piecewise-Linear Analysis

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 2018, Feedback, Nonlinear, and Distributed Circuits.

Multi-pitch estimation using semidefinite programming

Lieven Vandenberghe, Tobias Lindstrøm Jensen, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semidefinite Programming Relaxations of Non-Convex Problems in Control and Combinatorial Optimization

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1997 .

Finding multiple equilibrium points of cellular neural networks without enumeration

Joos Vandewalle, Lieven Vandenberghe, 1990, IEEE International Workshop on Cellular Neural Networks and their Applications.

Inexact proximal Newton methods for self-concordant functions

Martin S. Andersen, Lieven Vandenberghe, Jinchao Li, 2017, Math. Methods Oper. Res..

Trade-Off Curves for QoS Routing

Piet Van Mieghem, Lieven Vandenberghe, L. Vandenberghe, 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

Convex Optimization

Stephen P. Boyd, Lieven Vandenberghe, L. Vandenberghe, 2004, Algorithms and Theory of Computation Handbook.

Discrete Transforms, Semidefinite Programming, and Sum-of-Squares Representations of Nonnegative Polynomials

Lieven Vandenberghe, Tae Roh, L. Vandenberghe, 2006, SIAM J. Optim..

Distributed Parallel Support Vector Machines in Strongly Connected Networks

Vwani P. Roychowdhury, Lieven Vandenberghe, Yumao Lu, 2008, IEEE Transactions on Neural Networks.

Semidefinite programming methods for system realization and identification

Lieven Vandenberghe, Zhang Liu, L. Vandenberghe, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Convex Optimization: Theory

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

Robust gate sizing via mean excess delay minimization

Jason Cong, Lieven Vandenberghe, John Lee, 2008, ISPD '08.

DC-Analysis of active circuits by continuous deformation

Joos Vandewalle, Lieven Vandenberghe, L. Vandenberghe, 1991 .

T-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation method

Weng Kee Wong, Lieven Vandenberghe, Yuguang Yue, 2019, Stat. Comput..

Convex relaxations for mixed integer predictive control

Daniel Axehill, Anders Hansson, Lieven Vandenberghe, 2010, Autom..

Primal-Dual Decomposition by Operator Splitting and Applications to Image Deblurring

Lieven Vandenberghe, Daniel O'Connor, L. Vandenberghe, 2014, SIAM J. Imaging Sci..

Nuclear norm system identification with missing inputs and outputs

Zhang Liu, Anders Hansson, Lieven Vandenberghe, 2013, Syst. Control. Lett..

Douglas–Rachford Splitting for the Sum of a Lipschitz Continuous and a Strongly Monotone Operator

Lieven Vandenberghe, Walaa M. Moursi, L. Vandenberghe, 2019, J. Optim. Theory Appl..

Extensions of semidefinite programming methods for atomic decomposition

Lieven Vandenberghe, Hsiao-Han Chao, L. Vandenberghe, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semidefinite Programming and Determinant Maximization

Stephen P. Boyd, Lieven Vandenberghe, Shao-Po Wu, 2009, Encyclopedia of Optimization.

Efficient Binomial Channel Capacity Computation with an Application to Molecular Communication

Richard D. Wesel, Muriel Médard, Lieven Vandenberghe, 2018, 2018 Information Theory and Applications Workshop (ITA).

Evaluation of fully-integrated switching regulators for CMOS process technologies

Chih-Kong Ken Yang, Lieven Vandenberghe, Jaeseo Lee, 2003, Proceedings. 2003 International Symposium on System-on-Chip (IEEE Cat. No.03EX748).

Approximation and fitting

Lieven Vandenberghe, Stephen Boyd, L. Vandenberghe, 2004 .

Remarks on the stability of asymmetric dynamical neural networks

Joos Vandewalle, Shaohua Tan, Lieven Vandenberghe, 1990, 1990 IJCNN International Joint Conference on Neural Networks.

Maximum-likelihood estimation of autoregressive models with conditional independence constraints

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Techniques for improving the accuracy of geometric-programming based analog circuit design optimization

Jintae Kim, Lieven Vandenberghe, Jaeseo Lee, 2004, IEEE/ACM International Conference on Computer Aided Design, 2004. ICCAD-2004..

A geometrical approach for the identification of state space models with singular value decomposition

Marc Moonen, Bart De Moor, Joos Vandewalle, 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

A primal—dual potential reduction method for problems involving matrix inequalities

Stephen P. Boyd, Lieven Vandenberghe, L. Vandenberghe, 1995, Math. Program..

Cellular Neural Networks: Dynamic Properties and Adaptive Learning Algorithm

Joos Vandewalle, Shaohua Tan, Lieven Vandenberghe, 1990, EURASIP Workshop.

Computing all invariant states of a neural network

Joos Vandewalle, Bart De Moor, Lieven Vandenberghe, 1988, Neural Networks.

Distributed Model Predictive Control for Smart Energy Systems

Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen, 2016, IEEE Transactions on Smart Grid.

Optimizing dominant time constant in RC circuits

Stephen P. Boyd, Abbas El Gamal, Lieven Vandenberghe, 1998, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

Subspace system identification via weighted nuclear norm optimization

Zhang Liu, Anders Hansson, Lieven Vandenberghe, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

Convex Optimization: Preface

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

Capacity of the binomial channel, or minimax redundancy for memoryless sources

Richard D. Wesel, Lieven Vandenberghe, C. Komninakis, 2001, Proceedings. 2001 IEEE International Symposium on Information Theory (IEEE Cat. No.01CH37252).

Convex Optimization: Convex optimization problems

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

ON RELAXATIONS APPLICABLE TO MODEL PREDICTIVE CONTROL FOR SYSTEMS WITH BINARY CONTROL SIGNALS

Daniel Axehill, Anders Hansson, Lieven Vandenberghe, 2007 .

1 Graphical models of autoregressive processes

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2009 .

EFFICIENT CONVEX OPTIMIZATION FOR ENGINEERING DESIGN

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 1994 .

Convex Optimization: Duality

Stephen P. Boyd, Stephen Boyd, Lieven Vandenberghe, 2004 .

Optimal Splines for Rigid Motion Systems: A Convex Programming Framework

Goele Pipeleers, Jan Swevers, Bram Demeulenaere, 2009 .