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Volumn 227, Issue , 2007, Pages 377-384

Bayesian compressive sensing and projection optimization

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; OPTIMIZATION; PROBLEM SOLVING; SIGNAL DETECTION;

EID: 34547990838     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273544     Document Type: Conference Paper
Times cited : (39)

References (23)
  • 1
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    • Variational relevance vector machines
    • Bishop, C. M., & Tipping, M. E. (2000). Variational relevance vector machines. UAI 16 (pp. 46-53).
    • (2000) UAI 16 , pp. 46-53
    • Bishop, C.M.1    Tipping, M.E.2
  • 2
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • Candès, E., Romberg, J., & Tao, T. (2006). Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Information Theory, 52, 489-509.
    • (2006) IEEE Trans. Information Theory , vol.52 , pp. 489-509
    • Candès, E.1    Romberg, J.2    Tao, T.3
  • 3
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, R. (1997). Multitask learning. Machine Learning, 28, 41-75.
    • (1997) Machine Learning , vol.28 , pp. 41-75
    • Caruana, R.1
  • 7
    • 34547970687 scopus 로고    scopus 로고
    • Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit
    • Preprint
    • Donoho, D. L., Tsaig, Y., Drori, I., & Starek, J.-C. (2006). Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit. Preprint.
    • (2006)
    • Donoho, D.L.1    Tsaig, Y.2    Drori, I.3    Starek, J.-C.4
  • 9
    • 84899019663 scopus 로고    scopus 로고
    • Analysis of sparse Bayesian learning
    • Faul, A. C., & Tipping, M. E. (2002). Analysis of sparse Bayesian learning. NIPS 14.
    • (2002) NIPS 14
    • Faul, A.C.1    Tipping, M.E.2
  • 13
    • 33748575920 scopus 로고    scopus 로고
    • Signal reconstruction from noisy random projections
    • Haupt, J., & Nowak, R. (2006). Signal reconstruction from noisy random projections. IEEE Trans. Information Theory, 52, 4036-4048.
    • (2006) IEEE Trans. Information Theory , vol.52 , pp. 4036-4048
    • Haupt, J.1    Nowak, R.2
  • 14
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • MacKay, D. (1992). Information-based objective functions for active data selection. Neural Computation, 4, 590-604.
    • (1992) Neural Computation , vol.4 , pp. 590-604
    • MacKay, D.1
  • 18
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. Royal. Statist. Soc B., 58, 267-288.
    • (1996) J. Royal. Statist. Soc B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 19
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • Tipping, M. E. (2001). Sparse Bayesian learning and the relevance vector machine. Journal of Machine Learning Research, 1, 211-244.
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 211-244
    • Tipping, M.E.1
  • 21
    • 30844471849 scopus 로고    scopus 로고
    • Signal recovery from partial information via orthogonal matching pursuit
    • Preprint
    • Tropp, J. A., &: Gilbert, A. C. (2005). Signal recovery from partial information via orthogonal matching pursuit. Preprint.
    • (2005)
    • Tropp, J.A.1    Gilbert, A.C.2
  • 22
    • 30844433547 scopus 로고    scopus 로고
    • Extensions of compressed sensing
    • Tsaig, Y., &: Donoho, D. L. (2006). Extensions of compressed sensing. Signal Processing, 86, 549-571.
    • (2006) Signal Processing , vol.86 , pp. 549-571
    • Tsaig, Y.1    Donoho, D.L.2
  • 23
    • 33748908922 scopus 로고    scopus 로고
    • Perspectives on sparse Bayesian learning
    • Wipf, D., Palmer, J., & Rao, B. (2004). Perspectives on sparse Bayesian learning. NIPS 16.
    • (2004) NIPS 16
    • Wipf, D.1    Palmer, J.2    Rao, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.