Stephen Wright
Stephen Wright
Department of Computer Sciences and Wisconsin Institute for Discovery, University of Wisconsin
Verified email at - Homepage
Cited by
Cited by
Numerical Optimization (2nd edition)
J Nocedal, SJ Wright
Springer, 2006
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
MAT Figueiredo, RD Nowak, SJ Wright
IEEE Journal of selected topics in signal processing 1 (4), 586-597, 2007
Primal-dual interior-point methods
SJ Wright
Society for Industrial and Applied Mathematics, 1997
Hogwild: A lock-free approach to parallelizing stochastic gradient descent
B Recht, C Re, S Wright, F Niu
Advances in Neural Information Processing Systems, 693-701, 2011
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
IEEE Transactions on signal processing 57 (7), 2479-2493, 2009
Coordinate descent algorithms
SJ Wright
Mathematical programming 151 (1), 3-34, 2015
Computational methods for sparse solution of linear inverse problems
JA Tropp, SJ Wright
Proceedings of the IEEE 98 (6), 948-958, 2010
Power awareness in network design and routing
J Chabarek, J Sommers, P Barford, C Estan, D Tsiang, S Wright
INFOCOM 2008. The 27th Conference on Computer Communications. IEEE, 457-465, 2008
Optimization for Machine Learning
S Sra, S Nowozin, SJ Wright
MIT Press, 2011
Distributed MPC strategies with application to power system automatic generation control
AN Venkat, IA Hiskens, JB Rawlings, SJ Wright
IEEE transactions on control systems technology 16 (6), 1192-1206, 2008
Nonlinear predictive control and moving horizon estimation–An introductory overview
F Allgöwer, TA Badgwell, JS Qin, JB Rawlings, SJ Wright
Advances in Control, Highlights of ECC 99, 391-449, 1999
Interior-Point Methods
SJ Wright, FA Potra
Journal of computational and applied mathematics 124 (1), 281-302, 2000
Application of interior-point methods to model predictive control
CV Rao, SJ Wright, JB Rawlings
Journal of optimization theory and applications 99, 723-757, 1998
Cooperative distributed model predictive control
BT Stewart, AN Venkat, JB Rawlings, SJ Wright, G Pannocchia
Systems & Control Letters 59 (8), 460-469, 2010
The empirical behavior of sampling methods for stochastic programming
J Linderoth, A Shapiro, S Wright
Annals of Operations Research 142 (1), 215-241, 2006
Optimization Software Guide
JJ More, SJ Wright
SIAM, 1993
Simultaneous variable selection
BA Turlach, WN Venables, SJ Wright
Technometrics 47 (3), 349-363, 2005
Toeplitz-structured compressed sensing matrices
WU Bajwa, JD Haupt, GM Raz, SJ Wright, RD Nowak
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 294-298, 2007
An asynchronous parallel stochastic coordinate descent algorithm
J Liu, S Wright, C Ré, V Bittorf, S Sridhar
International Conference on Machine Learning, 469-477, 2014
Stability and optimality of distributed model predictive control
AN Venkat, JB Rawlings, SJ Wright
Proceedings of the 44th IEEE Conference on Decision and Control, 6680-6685, 2005
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