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ORCIDLieven Vandenberghe
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- affiliation: University of California, Los Angeles, USA
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2020 – today
- 2023
[j47]Levent Tunçel
, Lieven Vandenberghe:
Linear optimization over homogeneous matrix cones. Acta Numer. 32: 675-747 (2023)- [j46]Xin Jiang, Lieven Vandenberghe:
Bregman Three-Operator Splitting Methods. J. Optim. Theory Appl. 196(3): 936-972 (2023) - 2022
- [j45]Xin Jiang, Lieven Vandenberghe:
Bregman primal-dual first-order method and application to sparse semidefinite programming. Comput. Optim. Appl. 81(1): 127-159 (2022) - [j44]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): 2410-2427 (2022) - [j43]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Trans. Autom. Control. 67(5): 2343-2358 (2022) - [i6]Levent Tunçel, Lieven Vandenberghe:
Linear optimization over homogeneous matrix cones. CoRR abs/2211.00761 (2022) - 2020
- [j42]Daniel O'Connor, Lieven Vandenberghe:
On the equivalence of the primal-dual hybrid gradient method and Douglas-Rachford splitting. Math. Program. 179(1): 85-108 (2020) - [j41]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): 220-232 (2020) - [i5]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 abs/2005.10682 (2020)
2010 – 2019
- 2019
- [j40]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): 179-198 (2019) - [j39]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): 725-738 (2019) - [i4]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Regularized Diffusion Adaptation via Conjugate Smoothing. CoRR abs/1909.09417 (2019) - 2018
- [j38]Hsiao-Han Chao, Lieven Vandenberghe:
Entropic Proximal Operators for Nonnegative Trigonometric Polynomials. IEEE Trans. Signal Process. 66(18): 4826-4838 (2018) - [c30]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: 1-5 - 2017
- [j37]Daniel O'Connor, Lieven Vandenberghe:
Total variation image deblurring with space-varying kernel. Comput. Optim. Appl. 67(3): 521-541 (2017) - [j36]Jinchao Li, Martin S. Andersen, Lieven Vandenberghe:
Inexact proximal Newton methods for self-concordant functions. Math. Methods Oper. Res. 85(1): 19-41 (2017) - [j35]Hsiao-Han Chao, Lieven Vandenberghe:
Semidefinite Representations of Gauge Functions for Structured Low-Rank Matrix Decomposition. SIAM J. Optim. 27(3): 1362-1389 (2017) - [c29]Tobias Lindstrøm Jensen, Lieven Vandenberghe:
Multi-pitch estimation using semidefinite programming. ICASSP 2017: 4192-4196 - [i3]Riten Gupta, Lieven Vandenberghe, Mario Gerla:
Centralized Network Utility Maximization over Aggregate Flows. CoRR abs/1703.00525 (2017) - 2016
- [j34]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): 1675-1682 (2016) - [c28]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Diffusion stochastic optimization with non-smooth regularizers. ICASSP 2016: 4149-4153 - [c27]Hsiao-Han Chao, Lieven Vandenberghe:
Extensions of semidefinite programming methods for atomic decomposition. ICASSP 2016: 4757-4761 - [c26]Riten Gupta, Lieven Vandenberghe, Mario Gerla:
Centralized network utility maximization over aggregate flows. WiOpt 2016: 227-234 - 2015
- [j33]Lieven Vandenberghe, Martin S. Andersen:
Chordal Graphs and Semidefinite Optimization. Found. Trends Optim. 1(4): 241-433 (2015) - [j32]Yifan Sun, Lieven Vandenberghe:
Decomposition Methods for Sparse Matrix Nearness Problems. SIAM J. Matrix Anal. Appl. 36(4): 1691-1717 (2015) - 2014
- [b1]Stephen P. Boyd, Lieven Vandenberghe:
Convex Optimization. Cambridge University Press 2014, ISBN 978-0-521-83378-3 - [j31]Anders Hansson, Lieven Vandenberghe:
Sampling method for semidefinite programmes with non-negative Popov function constraints. Int. J. Control 87(2): 330-345 (2014) - [j30]Daniel O'Connor, Lieven Vandenberghe:
Primal-Dual Decomposition by Operator Splitting and Applications to Image Deblurring. SIAM J. Imaging Sci. 7(3): 1724-1754 (2014) - [j29]Yifan Sun, Martin S. Andersen, Lieven Vandenberghe:
Decomposition in Conic Optimization with Partially Separable Structure. SIAM J. Optim. 24(2): 873-897 (2014) - 2013
- [j28]Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe:
Logarithmic barriers for sparse matrix cones. Optim. Methods Softw. 28(3): 396-423 (2013) - [j27]Zhang Liu, Anders Hansson, Lieven Vandenberghe:
Nuclear norm system identification with missing inputs and outputs. Syst. Control. Lett. 62(8): 605-612 (2013) - [c25]Rasmus Halvgaard, John Bagterp Jørgensen, Niels Kjølstad Poulsen, Henrik Madsen, Lieven Vandenberghe:
Decentralized large-scale power balancing. ISGT Europe 2013: 1-5 - 2012
- [c24]Anders Hansson, Zhang Liu, Lieven Vandenberghe:
Subspace system identification via weighted nuclear norm optimization. CDC 2012: 3439-3444 - [i2]Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe:
Logarithmic barriers for sparse matrix cones. CoRR abs/1203.2742 (2012) - [i1]Anders Hansson, Zhang Liu, Lieven Vandenberghe:
Subspace System Identification via Weighted Nuclear Norm Optimization. CoRR abs/1207.0023 (2012) - 2011
- [j26]Goele Pipeleers, Lieven Vandenberghe:
Generalized KYP Lemma With Real Data. IEEE Trans. Autom. Control. 56(12): 2942-2946 (2011) - 2010
- [j25]Daniel Axehill, Lieven Vandenberghe, Anders Hansson:
Convex relaxations for mixed integer predictive control. Autom. 46(9): 1540-1545 (2010) - [j24]Jitkomut Songsiri, Lieven Vandenberghe:
Topology Selection in Graphical Models of Autoregressive Processes. J. Mach. Learn. Res. 11: 2671-2705 (2010) - [j23]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): 167-201 (2010) - [j22]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): 1823-1827 (2010) - [c23]Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl:
Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization. CACSD 2010: 7-12 - [p1]Jitkomut Songsiri, Joachim Dahl, Lieven Vandenberghe:
Graphical models of autoregressive processes. Convex Optimization in Signal Processing and Communications 2010: 89-116
2000 – 2009
- 2009
- [j21]Goele Pipeleers, Bram Demeulenaere, Jan Swevers, Lieven Vandenberghe:
Extended LMI characterizations for stability and performance of linear systems. Syst. Control. Lett. 58(7): 510-518 (2009) - [j20]Zhang Liu, Lieven Vandenberghe:
Interior-Point Method for Nuclear Norm Approximation with Application to System Identification. SIAM J. Matrix Anal. Appl. 31(3): 1235-1256 (2009) - [j19]Bing Hwa Cheng, Lieven Vandenberghe, Kung Yao:
Distributed algorithm for node localization in wireless ad-hoc networks. ACM Trans. Sens. Networks 6(1): 8:1-8:20 (2009) - [c22]Zhang Liu, Lieven Vandenberghe:
Semidefinite programming methods for system realization and identification. CDC 2009: 4676-4681 - [c21]Jitkomut Songsiri, Joachim Dahl, Lieven Vandenberghe:
Maximum-likelihood estimation of autoregressive models with conditional independence constraints. ICASSP 2009: 1701-1704 - [r1]Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu:
Semidefinite Programming and Determinant Maximization. Encyclopedia of Optimization 2009: 3375-3380 - 2008
- [j18]Joachim Dahl, Lieven Vandenberghe, Vwani P. Roychowdhury:
Covariance selection for nonchordal graphs via chordal embedding. Optim. Methods Softw. 23(4): 501-520 (2008) - [j17]Yumao Lu, Vwani P. Roychowdhury, Lieven Vandenberghe:
Distributed Parallel Support Vector Machines in Strongly Connected Networks. IEEE Trans. Neural Networks 19(7): 1167-1178 (2008) - [c20]Jason Cong, John Lee, Lieven Vandenberghe:
Robust gate sizing via mean excess delay minimization. ISPD 2008: 10-14 - 2007
- [j16]Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe:
Multidimensional FIR Filter Design Via Trigonometric Sum-of-Squares Optimization. J. Sel. Topics Signal Processing 1(4): 641-650 (2007) - [j15]Lieven Vandenberghe, Stephen P. Boyd, Katherine Comanor:
Generalized Chebyshev Bounds via Semidefinite Programming. SIAM Rev. 49(1): 52-64 (2007) - [j14]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): 1017-1027 (2007) - [c19]Daniel Axehill, Anders Hansson, Lieven Vandenberghe:
Relaxations applicable to mixed integer predictive control comparisons and efficient computations. CDC 2007: 4103-4109 - [c18]Zhang Liu, Lieven Vandenberghe:
Low-rank structure in semidefinite programs derived from the KYP lemma. CDC 2007: 5652-5659 - [c17]Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe:
Interior-Point Algorithms for Sum-Of-Squares Optimization of Multidimensional Trigonometric Polynomials. ICASSP (3) 2007: 905-908 - [c16]Raghavendra S. Prabhu, Babak Daneshrad, Lieven Vandenberghe:
Energy Minimization of a QAM System. WCNC 2007: 729-734 - 2006
- [j13]Tae Roh, Lieven Vandenberghe:
Discrete Transforms, Semidefinite Programming, and Sum-of-Squares Representations of Nonnegative Polynomials. SIAM J. Optim. 16(4): 939-964 (2006) - [c15]Piet Van Mieghem, Lieven Vandenberghe:
Trade-Off Curves for QoS Routing. INFOCOM 2006 - 2005
- [j12]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): 2951-2954 (2005) - 2004
- [c14]Jintae Kim, Jaeseo Lee, Lieven Vandenberghe:
Techniques for improving the accuracy of geometric-programming based analog circuit design optimization. ICCAD 2004: 863-870 - 2003
- [j11]Venkataramanan Balakrishnan, Lieven Vandenberghe:
Semidefinite programming duality and linear time-invariant systems. IEEE Trans. Autom. Control. 48(1): 30-41 (2003) - [c13]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: 4658-4663 - [c12]Joachim Dahl, Bernard H. Fleury, Lieven Vandenberghe:
Approximate maximum-likelihood estimation using semidefinite programming. ICASSP (6) 2003: 721-724 - [c11]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: 269-284 - [c10]Jaeseo Lee, Geoff Hatcher, Lieven Vandenberghe, Chih-Kong Ken Yang:
Evaluation of fully-integrated switching regulators for CMOS process technologies. SoC 2003: 155-158 - 2002
- [j10]Brien Alkire, Lieven Vandenberghe:
Convex optimization problems involving finite autocorrelation sequences. Math. Program. 93(3): 331-359 (2002) - 2001
- [c9]Anders Hansson, Lieven Vandenberghe:
A primal-dual potential reduction method for integral quadratic constraints. ACC 2001: 3013-3018 - [c8]Brien Alkire, Lieven Vandenberghe:
Interior-point methods for magnitude filter design. ICASSP 2001: 3821-3824 - [c7]Stephen P. Boyd, Lieven Vandenberghe, Abbas El Gamal, Sunghee Yun:
Design of robust global power and ground networks. ISPD 2001: 60-65 - 2000
- [c6]Venkataramanan Balakrishnan, Fan Wang, Lieven Vandenberghe:
Applications of semidefinite programming in process control. ACC 2000: 3219-3223 - [c5]Anders Hansson, Lieven Vandenberghe:
Efficient solution of linear matrix inequalities for integral quadratic constraints. CDC 2000: 5033-5034
1990 – 1999
- 1998
- [j9]Lieven Vandenberghe, Stephen P. Boyd, Shao-Po Wu:
Determinant Maximization with Linear Matrix Inequality Constraints. SIAM J. Matrix Anal. Appl. 19(2): 499-533 (1998) - [j8]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): 110-125 (1998) - 1997
- [c4]Lieven Vandenberghe, Stephen P. Boyd, Abbas El Gamal:
Optimal wire and transistor sizing for circuits with non-tree topology. ICCAD 1997: 252-259 - 1996
- [j7]Lieven Vandenberghe, Stephen P. Boyd:
Semidefinite Programming. SIAM Rev. 38(1): 49-95 (1996) - 1995
- [j6]Lieven Vandenberghe, Stephen P. Boyd:
A primal-dual potential reduction method for problems involving matrix inequalities. Math. Program. 69: 205-236 (1995) - 1992
- [j5]Lieven Vandenberghe, Joos Vandewalle:
A path-following method for finding multiple equilibrium points in cellular neural networks. Int. J. Circuit Theory Appl. 20(5): 519-531 (1992) - [j4]Bart De Moor, Lieven Vandenberghe, Joos Vandewalle:
The generalized linear complementarity problem and an algorithm to find all its solutions. Math. Program. 57: 415-426 (1992) - 1991
- [j3]Lieven Vandenberghe, Joos Vandewalle:
A continuous Deformation Algorithm for DC-Analysis of Active nonlinear Circuits. J. Circuits Syst. Comput. 1(3): 327-352 (1991) - 1990
- [j2]Lieven Vandenberghe, Joos Vandewalle:
Variable dimension algorithms for solving resistive circuits. Int. J. Circuit Theory Appl. 18(5): 443-474 (1990) - [c3]Lieven Vandenberghe, Shaohua Tan, Joos Vandewalle:
Cellular Neural Networks: Dynamic Properties and Adaptive Learning Algorithm. EURASIP Workshop 1990: 141-150 - [c2]Shaohua Tan, Lieven Vandenberghe, Joos Vandewalle:
Remarks on the stability of asymmetric dynamical neural networks. IJCNN 1990: 461-467
1980 – 1989
- 1988
- [j1]Bart De Moor, Lieven Vandenberghe, Joos Vandewalle:
Computing all invariant states of a neural network. Neural Networks 1(Supplement-1): 89-90 (1988) - [c1]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: 2244-2247
Coauthor Index
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