메뉴 건너뛰기




Volumn , Issue , 2013, Pages 664-668

Fixed points of generalized approximate message passing with arbitrary matrices

Author keywords

ADMM; Belief propagation; message passing; variational optimization

Indexed keywords

ADMM; ARBITRARY MATRICES; BELIEF PROPAGATION; GAUSSIAN APPROXIMATIONS; INDEPENDENT COMPONENTS; LOOPY BELIEF PROPAGATION; OPTIMIZATION TECHNIQUES; VARIATIONAL OPTIMIZATION;

EID: 84890407253     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2013.6620309     Document Type: Conference Paper
Times cited : (35)

References (24)
  • 3
    • 0032022704 scopus 로고    scopus 로고
    • Nonlinear wavelet image processing: Variational problems, compression, and noise removal through wavelet shrinkage
    • Mar
    • A. Chambolle, R. A. DeVore, N. Y. Lee, and B. J. Lucier, "Nonlinear wavelet image processing: Variational problems, compression, and noise removal through wavelet shrinkage," IEEE Trans. Image Process., vol. 7, no. 3, pp. 319-335, Mar. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.3 , pp. 319-335
    • Chambolle, A.1    Devore, R.A.2    Lee, N.Y.3    Lucier, B.J.4
  • 4
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
    • Nov
    • I. Daubechies, M. Defrise, and C. D. Mol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Commun. Pure Appl. Math., vol. 57, no. 11, pp. 1413-1457, Nov. 2004.
    • (2004) Commun. Pure Appl. Math. , vol.57 , Issue.11 , pp. 1413-1457
    • Daubechies, I.1    Defrise, M.2    Mol, C.D.3
  • 5
    • 67650178787 scopus 로고    scopus 로고
    • Sparse reconstruction by separable approximation
    • Jul
    • S. J. Wright, R. D. Nowak, and M. Figueiredo, "Sparse reconstruction by separable approximation," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2479-2493, Jul. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.7 , pp. 2479-2493
    • Wright, S.J.1    Nowak, R.D.2    Figueiredo, M.3
  • 6
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-Thresholding algorithm for linear inverse problem
    • A. Beck and M. Teboulle, "A fast iterative shrinkage-Thresholding algorithm for linear inverse problem," SIAM J. Imag. Sci., vol. 2, no. 1, pp. 183-202, 2009.
    • (2009) SIAM J. Imag. Sci. , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 8
    • 36749005582 scopus 로고    scopus 로고
    • A new twist: Two-step iterative shrinkage/thresholding algorithms for image restoration
    • Dec
    • J. Bioucas-Dias and M. Figueiredo, "A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration," IEEE Trans. Image Process., vol. 16, no. 12, pp. 2992-3004, Dec. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.12 , pp. 2992-3004
    • Bioucas-Dias, J.1    Figueiredo, M.2
  • 9
    • 80051762104 scopus 로고    scopus 로고
    • Distributed optimization and statistical learning via the alternating direction method of multipliers
    • S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating direction method of multipliers," Found. Trends Mach. Learn., vol. 3, no. 1, 2010.
    • (2010) Found. Trends Mach. Learn. , vol.3 , Issue.1
    • Boyd, S.1    Parikh, N.2    Chu, E.3    Peleato, B.4    Eckstein, J.5
  • 11
    • 79953201848 scopus 로고    scopus 로고
    • A first-order primal-dual algorithm for convex problems with applications to imaging
    • A. Chambolle and T. Pock, "A first-order primal-dual algorithm for convex problems with applications to imaging," J. Math. Imaging Vis., vol. 40, pp. 120-145, 2011.
    • (2011) J. Math. Imaging Vis. , vol.40 , pp. 120-145
    • Chambolle, A.1    Pock, T.2
  • 12
    • 84856726346 scopus 로고    scopus 로고
    • Convergence analysis of primal-dual algorithms for a saddle-point problem: From contraction perspective
    • B. He and X. Yuan, "Convergence analysis of primal-dual algorithms for a saddle-point problem: From contraction perspective," SIAM J. Imaging Sci., vol. 5, no. 1, pp. 119-149, 2012.
    • (2012) SIAM J. Imaging Sci. , vol.5 , Issue.1 , pp. 119-149
    • He, B.1    Yuan, X.2
  • 13
    • 73149095169 scopus 로고    scopus 로고
    • Message-passing algorithms for compressed sensing
    • Nov
    • D. L. Donoho, A. Maleki, and A. Montanari, "Message-passing algorithms for compressed sensing," Proc. Nat. Acad. Sci., vol. 106, no. 45, pp. 18 914-18 919, Nov. 2009.
    • (2009) Proc. Nat. Acad. Sci. , vol.106 , Issue.45 , pp. 18914-18919
    • Donoho, D.L.1    Maleki, A.2    Montanari, A.3
  • 16
    • 79251496987 scopus 로고    scopus 로고
    • The dynamics of message passing on dense graphs, with applications to compressed sensing
    • Feb
    • M. Bayati and A. Montanari, "The dynamics of message passing on dense graphs, with applications to compressed sensing," IEEE Trans. Inform. Theory, vol. 57, no. 2, pp. 764-785, Feb. 2011.
    • (2011) IEEE Trans. Inform. Theory , vol.57 , Issue.2 , pp. 764-785
    • Bayati, M.1    Montanari, A.2
  • 17
    • 77953688837 scopus 로고    scopus 로고
    • Estimation with random linear mixing, belief propagation and compressed sensing
    • Princeton, NJ, Mar
    • S. Rangan, "Estimation with random linear mixing, belief propagation and compressed sensing," in Proc. Conf. on Inform. Sci. &Sys., Princeton, NJ, Mar. 2010, pp. 1-6.
    • (2010) Proc. Conf. on Inform. Sci. &Sys. , pp. 1-6
    • Rangan, S.1
  • 18
    • 80054799706 scopus 로고    scopus 로고
    • Generalized approximate message passing for estimation with random linear mixing
    • Saint Petersburg, Russia, Jul.-Aug
    • -, "Generalized approximate message passing for estimation with random linear mixing," in Proc. IEEE Int. Symp. Inform. Theory, Saint Petersburg, Russia, Jul.-Aug. 2011, pp. 2174-2178.
    • (2011) Proc. IEEE Int. Symp. Inform. Theory , pp. 2174-2178
    • Donoho, D.L.1    Maleki, A.2    Montanari, A.3
  • 21
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • M. Wainwright and M. Jordan, "Graphical models, exponential families, and variational inference," Found. Trends Mach. Learn., vol. 1, 2008.
    • (2008) Found. Trends Mach. Learn. , vol.1
    • Wainwright, M.1    Jordan, M.2
  • 22
    • 0036648193 scopus 로고    scopus 로고
    • Iterative multiuser joint decoding: Unified framework and asymptotic analysis
    • Jul
    • J. Boutros and G. Caire, "Iterative multiuser joint decoding: Unified framework and asymptotic analysis," IEEE Trans. Inform. Theory, vol. 48, no. 7, pp. 1772-1793, Jul. 2002.
    • (2002) IEEE Trans. Inform. Theory , vol.48 , Issue.7 , pp. 1772-1793
    • Boutros, J.1    Caire, G.2
  • 24
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Royal Stat. Soc., Ser. B, vol. 58, no. 1, pp. 267-288, 1996.
    • J. Royal Stat. Soc., Ser. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.