Lieven Vandenberghe

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 23

Top Topics

Decomposition Methods

Image Deblurring

Operator Splitting

Top Venues

J. Optim. Theory Appl.

Publications

Xin Jiang, Lieven Vandenberghe
Bregman Three-Operator Splitting Methods. J. Optim. Theory Appl. 196 (3) (2023)
Levent Tunçel, Lieven Vandenberghe
Linear optimization over homogeneous matrix cones. Acta Numer. 32 (2023)
Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Trans. Autom. Control. 67 (5) (2022)
Levent Tunçel, Lieven Vandenberghe
Linear optimization over homogeneous matrix cones. CoRR (2022)
Jianzhe Zhen, Ahmadreza Marandi, Danique de Moor, Dick den Hertog, Lieven Vandenberghe
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS J. Comput. 34 (5) (2022)
Xin Jiang, Lieven Vandenberghe
Bregman primal-dual first-order method and application to sparse semidefinite programming. Comput. Optim. Appl. 81 (1) (2022)
Nariman Farsad, Will Chuang, Andrea Goldsmith, Christos Komninakis, Muriel Médard, Christopher Rose, Lieven Vandenberghe, Emily E. Wesel, Richard D. Wesel
Capacities and Optimal Input Distributions for Particle-Intensity Channels. CoRR (2020)
Daniel O'Connor, Lieven Vandenberghe
On the equivalence of the primal-dual hybrid gradient method and Douglas-Rachford splitting. Math. Program. 179 (1) (2020)
Nariman Farsad, Will Chuang, Andrea Goldsmith, Christos Komninakis, Muriel Médard, Christopher Rose, Lieven Vandenberghe, Emily E. Wesel, Richard D. Wesel
Capacities and Optimal Input Distributions for Particle-Intensity Channels. IEEE Trans. Mol. Biol. Multi Scale Commun. 6 (3) (2020)
Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
Regularized Diffusion Adaptation via Conjugate Smoothing. CoRR (2019)
Yuguang Yue, Lieven Vandenberghe, Weng Kee Wong
T-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation method. Stat. Comput. 29 (4) (2019)
Walaa M. Moursi, Lieven Vandenberghe
Douglas-Rachford Splitting for the Sum of a Lipschitz Continuous and a Strongly Monotone Operator. J. Optim. Theory Appl. 183 (1) (2019)
Hsiao-Han Chao, Lieven Vandenberghe
Entropic Proximal Operators for Nonnegative Trigonometric Polynomials. IEEE Trans. Signal Process. 66 (18) (2018)
Richard D. Wesel, Emily E. Wesel, Lieven Vandenberghe, Christos Komninakis, Muriel Médard
Efficient Binomial Channel Capacity Computation with an Application to Molecular Communication. ITA (2018)
Tobias Lindstrøm Jensen, Lieven Vandenberghe
Multi-pitch estimation using semidefinite programming. ICASSP (2017)
Jinchao Li, Martin S. Andersen, Lieven Vandenberghe
Inexact proximal Newton methods for self-concordant functions. Math. Methods Oper. Res. 85 (1) (2017)
Daniel O'Connor, Lieven Vandenberghe
Total variation image deblurring with space-varying kernel. Comput. Optim. Appl. 67 (3) (2017)
Hsiao-Han Chao, Lieven Vandenberghe
Semidefinite Representations of Gauge Functions for Structured Low-Rank Matrix Decomposition. SIAM J. Optim. 27 (3) (2017)
Riten Gupta, Lieven Vandenberghe, Mario Gerla
Centralized Network Utility Maximization over Aggregate Flows. CoRR (2017)
Riten Gupta, Lieven Vandenberghe, Mario Gerla
Centralized network utility maximization over aggregate flows. WiOpt (2016)
Hsiao-Han Chao, Lieven Vandenberghe
Extensions of semidefinite programming methods for atomic decomposition. ICASSP (2016)
Rasmus Halvgaard, Lieven Vandenberghe, Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen
Distributed Model Predictive Control for Smart Energy Systems. IEEE Trans. Smart Grid 7 (3) (2016)
Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed
Diffusion stochastic optimization with non-smooth regularizers. ICASSP (2016)
Yifan Sun, Lieven Vandenberghe
Decomposition Methods for Sparse Matrix Nearness Problems. SIAM J. Matrix Anal. Appl. 36 (4) (2015)
Lieven Vandenberghe, Martin S. Andersen
Chordal Graphs and Semidefinite Optimization. Found. Trends Optim. 1 (4) (2015)
Anders Hansson, Lieven Vandenberghe
Sampling method for semidefinite programmes with non-negative Popov function constraints. Int. J. Control 87 (2) (2014)
Daniel O'Connor, Lieven Vandenberghe
Primal-Dual Decomposition by Operator Splitting and Applications to Image Deblurring. SIAM J. Imaging Sci. 7 (3) (2014)
Yifan Sun, Martin S. Andersen, Lieven Vandenberghe
Decomposition in Conic Optimization with Partially Separable Structure. SIAM J. Optim. 24 (2) (2014)
Rasmus Halvgaard, John Bagterp Jørgensen, Niels Kjølstad Poulsen, Henrik Madsen, Lieven Vandenberghe
Decentralized large-scale power balancing. ISGT Europe (2013)
Zhang Liu, Anders Hansson, Lieven Vandenberghe
Nuclear norm system identification with missing inputs and outputs. Syst. Control. Lett. 62 (8) (2013)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Logarithmic barriers for sparse matrix cones. Optim. Methods Softw. 28 (3) (2013)
Anders Hansson, Zhang Liu, Lieven Vandenberghe
Subspace system identification via weighted nuclear norm optimization. CDC (2012)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Logarithmic barriers for sparse matrix cones CoRR (2012)
Anders Hansson, Zhang Liu, Lieven Vandenberghe
Subspace System Identification via Weighted Nuclear Norm Optimization CoRR (2012)
Goele Pipeleers, Lieven Vandenberghe
Generalized KYP Lemma With Real Data. IEEE Trans. Autom. Control. 56 (12) (2011)
Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl
Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization. CACSD (2010)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Implementation of nonsymmetric interior-point methods for linear optimization over sparse matrix cones. Math. Program. Comput. 2 (3-4) (2010)
Daniel Axehill, Lieven Vandenberghe, Anders Hansson
Convex relaxations for mixed integer predictive control. Autom. 46 (9) (2010)
Jitkomut Songsiri, Lieven Vandenberghe
Topology Selection in Graphical Models of Autoregressive Processes. J. Mach. Learn. Res. 11 (2010)
Jintae Kim, Lieven Vandenberghe, Chih-Kong Ken Yang
Convex Piecewise-Linear Modeling Method for Circuit Optimization via Geometric Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29 (11) (2010)
Goele Pipeleers, Bram Demeulenaere, Jan Swevers, Lieven Vandenberghe
Extended LMI characterizations for stability and performance of linear systems. Syst. Control. Lett. 58 (7) (2009)
Zhang Liu, Lieven Vandenberghe
Semidefinite programming methods for system realization and identification. CDC (2009)
Jitkomut Songsiri, Joachim Dahl, Lieven Vandenberghe
Maximum-likelihood estimation of autoregressive models with conditional independence constraints. ICASSP (2009)
Zhang Liu, Lieven Vandenberghe
Interior-Point Method for Nuclear Norm Approximation with Application to System Identification. SIAM J. Matrix Anal. Appl. 31 (3) (2009)
Bing Hwa Cheng, Lieven Vandenberghe, Kung Yao
Distributed algorithm for node localization in wireless ad-hoc networks. ACM Trans. Sens. Networks 6 (1) (2009)
Jason Cong, John Lee, Lieven Vandenberghe
Robust gate sizing via mean excess delay minimization. ISPD (2008)
Yumao Lu, Vwani P. Roychowdhury, Lieven Vandenberghe
Distributed Parallel Support Vector Machines in Strongly Connected Networks. IEEE Trans. Neural Networks 19 (7) (2008)
Joachim Dahl, Lieven Vandenberghe, Vwani P. Roychowdhury
Covariance selection for nonchordal graphs via chordal embedding. Optim. Methods Softw. 23 (4) (2008)
Jaeseo Lee, Geoff Hatcher, Lieven Vandenberghe, Chih-Kong Ken Yang
Evaluation of Fully-Integrated Switching Regulators for CMOS Process Technologies. IEEE Trans. Very Large Scale Integr. Syst. 15 (9) (2007)
Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe
Interior-Point Algorithms for Sum-Of-Squares Optimization of Multidimensional Trigonometric Polynomials. ICASSP (3) (2007)
Lieven Vandenberghe, Stephen P. Boyd, Katherine Comanor
Generalized Chebyshev Bounds via Semidefinite Programming. SIAM Rev. 49 (1) (2007)
Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe
Multidimensional FIR Filter Design Via Trigonometric Sum-of-Squares Optimization. J. Sel. Topics Signal Processing 1 (4) (2007)
Raghavendra S. Prabhu, Babak Daneshrad, Lieven Vandenberghe
Energy Minimization of a QAM System. WCNC (2007)
Daniel Axehill, Anders Hansson, Lieven Vandenberghe
Relaxations applicable to mixed integer predictive control comparisons and efficient computations. CDC (2007)
Zhang Liu, Lieven Vandenberghe
Low-rank structure in semidefinite programs derived from the KYP lemma. CDC (2007)
Tae Roh, Lieven Vandenberghe
Discrete Transforms, Semidefinite Programming, and Sum-of-Squares Representations of Nonnegative Polynomials. SIAM J. Optim. 16 (4) (2006)
Piet Van Mieghem, Lieven Vandenberghe
Trade-Off Curves for QoS Routing. INFOCOM (2006)
Bing Hwa Cheng, Lieven Vandenberghe, Kung Yao
Semidefinite programming bounds on the probability of error of binary communication systems with inexactly known intersymbol interference. IEEE Trans. Inf. Theory 51 (8) (2005)
Jintae Kim, Jaeseo Lee, Lieven Vandenberghe
Techniques for improving the accuracy of geometric-programming based analog circuit design optimization. ICCAD (2004)
Jaeseo Lee, Geoff Hatcher, Lieven Vandenberghe, Chih-Kong Ken Yang
Evaluation of fully-integrated switching regulators for CMOS process technologies. SoC (2003)
Joachim Dahl, Bernard H. Fleury, Lieven Vandenberghe
Approximate maximum-likelihood estimation using semidefinite programming. ICASSP (6) (2003)
Lieven Vandenberghe, V. Balakrishnan, Ragnar Wallin, Anders Hansson
On the implementation of primal-dual interior-point methods for semidefinite programming problems derived from the KYP lemma. CDC (2003)
Len Yip, Katherine Comanor, Joe C. Chen, Ralph E. Hudson, Kung Yao, Lieven Vandenberghe
Array Processing for Target DOA, Localization, and Classification Based on AML and SVM Algorithms in Sensor Networks. IPSN (2003)
Venkataramanan Balakrishnan, Lieven Vandenberghe
Semidefinite programming duality and linear time-invariant systems. IEEE Trans. Autom. Control. 48 (1) (2003)
Brien Alkire, Lieven Vandenberghe
Convex optimization problems involving finite autocorrelation sequences. Math. Program. 93 (3) (2002)
Brien Alkire, Lieven Vandenberghe
Interior-point methods for magnitude filter design. ICASSP (2001)
Stephen P. Boyd, Lieven Vandenberghe, Abbas El Gamal, Sunghee Yun
Design of robust global power and ground networks. ISPD (2001)
Anders Hansson, Lieven Vandenberghe
A primal-dual potential reduction method for integral quadratic constraints. ACC (2001)
Anders Hansson, Lieven Vandenberghe
Efficient solution of linear matrix inequalities for integral quadratic constraints. CDC (2000)
Venkataramanan Balakrishnan, Fan Wang, Lieven Vandenberghe
Applications of semidefinite programming in process control. ACC (2000)
Lieven Vandenberghe, Stephen P. Boyd, Abbas A. El Gamal
Optimizing dominant time constant in RC circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 17 (2) (1998)
Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu
Determinant Maximization with Linear Matrix Inequality Constraints. SIAM J. Matrix Anal. Appl. 19 (2) (1998)
Lieven Vandenberghe, Stephen P. Boyd, Abbas El Gamal
Optimal wire and transistor sizing for circuits with non-tree topology. ICCAD (1997)
Lieven Vandenberghe, Stephen P. Boyd
Semidefinite Programming. SIAM Rev. 38 (1) (1996)
Lieven Vandenberghe, Stephen P. Boyd
A primal-dual potential reduction method for problems involving matrix inequalities. Math. Program. 69 (1995)
Bart De Moor, Lieven Vandenberghe, Joos Vandewalle
The generalized linear complementarity problem and an algorithm to find all its solutions. Math. Program. 57 (1992)
Lieven Vandenberghe, Joos Vandewalle
A path-following method for finding multiple equilibrium points in cellular neural networks. Int. J. Circuit Theory Appl. 20 (5) (1992)
Lieven Vandenberghe, Joos Vandewalle
A continuous Deformation Algorithm for DC-Analysis of Active nonlinear Circuits. J. Circuits Syst. Comput. 1 (3) (1991)
Lieven Vandenberghe, Joos Vandewalle
Variable dimension algorithms for solving resistive circuits. Int. J. Circuit Theory Appl. 18 (5) (1990)
Shaohua Tan, Lieven Vandenberghe, Joos Vandewalle
Remarks on the stability of asymmetric dynamical neural networks. IJCNN (1990)
Lieven Vandenberghe, Shaohua Tan, Joos Vandewalle
Cellular Neural Networks: Dynamic Properties and Adaptive Learning Algorithm. EURASIP Workshop (1990)
Bart De Moor, Lieven Vandenberghe, Joos Vandewalle
Computing all invariant states of a neural network. Neural Networks 1 (Supplement-1) (1988)
Bart De Moor, Marc Moonen, Lieven Vandenberghe, Joos Vandewalle
A geometrical approach for the identification of state space models with singular value decomposition. ICASSP (1988)