메뉴 건너뛰기




Volumn 52, Issue 8, 2004, Pages 2153-2164

Sparse Bayesian learning for basis selection

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; FUNCTIONS; INVERSE PROBLEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PROBLEM SOLVING; REGRESSION ANALYSIS; SIGNAL TO NOISE RATIO; VARIATIONAL TECHNIQUES; VECTORS;

EID: 3543103176     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.831016     Document Type: Article
Times cited : (1450)

References (36)
  • 1
    • 0032131292 scopus 로고    scopus 로고
    • Atomic decomposition by Basis Pursuit
    • S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by Basis Pursuit," SIAM J. Sci. Comput., vol. 20, no. 1, pp. 33-61, 1999.
    • (1999) SIAM J. Sci. Comput. , vol.20 , Issue.1 , pp. 33-61
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 2
    • 0031102203 scopus 로고    scopus 로고
    • Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm
    • Mar
    • I. F. Gorodnitsky and B. D. Rao, "Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm," IEEE Trans. Signal Processing, vol. 45, pp. 600-616, Mar. 1997.
    • (1997) IEEE Trans. Signal Processing , vol.45 , pp. 600-616
    • Gorodnitsky, I.F.1    Rao, B.D.2
  • 3
    • 0032712352 scopus 로고    scopus 로고
    • An affine scaling methodology for best basis selection
    • Jan
    • B. D. Rao and K. Kreutz-Delgado, "An affine scaling methodology for best basis selection," IEEE Trans. Signal Processing, vol. 47, pp. 187-200, Jan. 1999.
    • (1999) IEEE. Trans. Signal Processing , vol.47 , pp. 187-200
    • Rao, B.D.1    Kreutz-Delgado, K.2
  • 4
    • 0028805010 scopus 로고
    • Neuromagnetic source imaging with FOCUSS: A recursive weighted minimum norm algorithm
    • Oct
    • I. F. Gorodnitsky, J. S. George, and B. D. Rao, "Neuromagnetic source imaging with FOCUSS: a recursive weighted minimum norm algorithm," J. Electroencephalog. Clinical Neurophysiol., vol. 95, no. 4, pp. 231-251, Oct. 1995.
    • (1995) J. Electroencephalog. Clinical Neurophysiol. , vol.95 , Issue.4 , pp. 231-251
    • Gorodnitsky, I.F.1    George, J.S.2    Rao, B.D.3
  • 5
    • 0033149076 scopus 로고    scopus 로고
    • Reduced complexity decision feedback equalization for multipath channels with large delay spreads
    • June
    • I. J. Fevrier, S. B. Gelfand, and M. P. Fitz, "Reduced complexity decision feedback equalization for multipath channels with large delay spreads," IEEE Trans. Commun., vol. 47, pp. 927-937, June 1999.
    • (1999) IEEE Trans. Commun. , vol.47 , pp. 927-937
    • Fevrier, I.J.1    Gelfand, S.B.2    Fitz, M.P.3
  • 6
    • 0029490882 scopus 로고
    • Sparse equalization for real-time digital underwater acoustic communications
    • San Diego CA Oct
    • M. Kocic, D. Brady, and M. Stojanovic, "Sparse equalization for real-time digital underwater acoustic communications," in Proc. OCEANS, vol. 3, San Diego, CA, Oct. 1995, pp. 1417-1422.
    • (1995) Proc. OCEANS , vol.3 , pp. 1417-1422
    • Kocic, M.1    Brady, D.2    Stojanovic, M.3
  • 7
    • 0036493737 scopus 로고    scopus 로고
    • Sparse channel estimation via Matching Pursuit with application to equalization
    • Mar
    • S. F. Cotter and B. D. Rao, "Sparse channel estimation via Matching Pursuit with application to equalization," IEEE Trans. Commun., vol. 50, pp. 374-377, Mar. 2002.
    • (2002) IEEE Trans. Commun. , vol.50 , pp. 374-377
    • Cotter, S.F.1    Rao, B.D.2
  • 8
    • 0023242725 scopus 로고
    • Improvement of discrete band-limited signal extrapolation by iterative subspace modification
    • Apr
    • H. Lee, D. P. Sullivan, and T. H. Huang, "Improvement of discrete band-limited signal extrapolation by iterative subspace modification," in Proc. ICASSP, vol. 3, Apr. 1987, pp. 1569-1572.
    • (1987) Proc. ICASSP , vol.3 , pp. 1569-1572
    • Lee, H.1    Sullivan, D.P.2    Huang, T.H.3
  • 9
    • 0026140141 scopus 로고
    • Extrapolation spectral estimation with iterative weighted norm modification
    • Apr
    • S. D. Cabrera and T. W. Parks, "Extrapolation and spectral estimation with iterative weighted norm modification," IEEE Trans. Acoust., Speech, Signal Processing, vol. 39, pp. 842-851, Apr. 1991.
    • (1991) IEEE Trans. Acoust. Speech Signal Processing , vol.39 , pp. 842-851
    • Cabrera, S.D.1    Parks, T.W.2
  • 10
    • 0031639913 scopus 로고    scopus 로고
    • Sparse inverse solution methods for signal image processing applications
    • May
    • B. D. Jeffs, "Sparse inverse solution methods for signal and image processing applications," in Proc. ICASSP, vol. 3, May 1998, pp. 1885-1888.
    • (1998) Proc. ICASSP , vol.3 , pp. 1885-1888
    • Jeffs, B.D.1
  • 11
    • 0029343956 scopus 로고
    • Fast orthogonal least squares algorithm for efficient subset model selection
    • July
    • S. Chen and J. Wigger, "Fast orthogonal least squares algorithm for efficient subset model selection," IEEE Trans. Signal Processing, vol. 43, p. 1715, July 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 1715
    • Chen, S.1    Wigger, J.2
  • 12
    • 0029291966 scopus 로고
    • Sparse approximate solutions to linear systems
    • Apr
    • B. K. Natarajan, "Sparse approximate solutions to linear systems," SIAM J. Comput., vol. 24, pp. 227-234, Apr. 1995.
    • (1995) SIAM J. Comput. , vol.24 , pp. 227-234
    • Natarajan, B.K.1
  • 13
    • 38149144588 scopus 로고
    • Sparse approximate multiquadric interpolation
    • R. E. Carlson and B. K. Natarajan, "Sparse approximate multiquadric interpolation," Comput. Math Applicat., vol. 27, pp. 99-108, 1994.
    • (1994) Comput. Math Applicat. , vol.27 , pp. 99-108
    • Carlson, R.E.1    Natarajan, B.K.2
  • 14
    • 0034274237 scopus 로고    scopus 로고
    • Proportionate normalized least-mean-squares adaption in echo cancelers
    • Sept
    • D. L. Duttweiler, "Proportionate normalized least-mean-squares adaption in echo cancelers," IEEE Trans. Speech Audio Processing, vol. 8, pp. 508-518, Sept. 2000.
    • (2000) IEEE Trans. Speech Audio Processing , vol.8 , pp. 508-518
    • Duttweiler, D.L.1
  • 15
    • 0141630640 scopus 로고    scopus 로고
    • Adaptive filtering algorithms for promoting sparsity
    • Apr
    • B. D. Rao and B. Song, "Adaptive filtering algorithms for promoting sparsity," in Proc. ICASSP, vol. 6, Apr. 2003, pp. 361-364.
    • (2003) Proc. ICASSP , vol.6 , pp. 361-364
    • Rao, B.D.1    Song, B.2
  • 16
    • 0027576759 scopus 로고
    • Restoration of blurred star field images by maximally sparse optimization
    • Feb
    • B. Jeffs and M. Gunsay, "Restoration of blurred star field images by maximally sparse optimization," IEEE Trans. Image Processing, vol. 2, pp. 202-211, Feb. 1993.
    • (1993) IEEE Trans. Image Processing , vol.2 , pp. 202-211
    • Jeffs, B.1    Gunsay, M.2
  • 17
    • 84899032239 scopus 로고    scopus 로고
    • The relevance vector machine
    • M. E. Tipping, "The relevance vector machine," Neural Inform. Process. Syst., vol. 12, pp. 652-658, 2000.
    • (2000) Neural Inform. Process. Syst. , vol.12 , pp. 652-658
    • Tipping, M.E.1
  • 18
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning the relevance vector machine
    • M. E. Tipping, "Sparse Bayesian learning and the relevance vector machine," J. Machine Learning Res., vol. 1, pp. 211-244, 2001.
    • (2001) J. Machine Learning Res. , vol.1 , pp. 211-244
    • Tipping, M.E.1
  • 21
    • 0026202605 scopus 로고
    • On the design of maximally sparse beamforming arrays
    • Aug
    • R. M. Leahy and B. D. Jeffs, "On the design of maximally sparse beamforming arrays," IEEE Trans. Antennas Propagat., vol. 39, pp. 1178-1187, Aug. 1991.
    • (1991) IEEE Trans. Antennas Propagat. , vol.39 , pp. 1178-1187
    • Leahy, R.M.1    Jeffs, B.D.2
  • 23
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • D. J. C. MacKay, "Bayesian interpolation," Neural Comput., vol. 4, no. 3, pp. 415-447, 1992.
    • (1992) Neural Comput. , vol.4 , Issue.3 , pp. 415-447
    • MacKay, D.J.C.1
  • 24
    • 0035504028 scopus 로고    scopus 로고
    • Uncertainty principles ideal atomic decomposition
    • Nov
    • D. L. Donoho and X. Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Trans. Inform. Theory, vol. 47, pp. 2845-2862, Nov. 2001.
    • (2001) IEEE Trans. Inform. Theory , vol.47 , pp. 2845-2862
    • Donoho, D.L.1    Huo, X.2
  • 27
    • 0004267646 scopus 로고
    • Princeton NJ: Princeton Univ. Press
    • R. T. Rockafellar, Convex Analysis. Princeton, NJ: Princeton Univ. Press, 1970.
    • (1970) Convex Analysis
    • Rockafellar, R.T.1
  • 31
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M. I. Jordan, Z. Ghahramani, T. Jaakkola, and L. K. Saul, "An introduction to variational methods for graphical models," Machine Learning, vol. 37, no. 2, pp. 183-233, 1999.
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.K.4
  • 33
    • 0038132749 scopus 로고    scopus 로고
    • A variational method for learning sparse overcomplete representations
    • M. Girolami, "A variational method for learning sparse and overcomplete representations," Neural Comput., vol. 13, no. 11, pp. 2517-2532, 2001.
    • (2001) Neural Comput. , vol.13 , Issue.11 , pp. 2517-2532
    • Girolami, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.