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Volumn 9851 LNAI, Issue , 2016, Pages 761-776

Stochastic CoSaMP: Randomizing greedy pursuit for sparse signal recovery

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; GENE EXPRESSION; LEARNING SYSTEMS; RECOVERY; SIGNAL RECONSTRUCTION;

EID: 84988583580     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-46128-1_48     Document Type: Conference Paper
Times cited : (13)

References (23)
  • 1
    • 79952355981 scopus 로고    scopus 로고
    • Stochastic recovery of sparse signals from random measurements
    • Andrecut, M.: Stochastic recovery of sparse signals from random measurements. Eng. Lett. 19(1), 1-6 (2011)
    • (2011) Eng. Lett , vol.19 , Issue.1 , pp. 1-6
    • Andrecut, M.1
  • 2
    • 69949164527 scopus 로고    scopus 로고
    • Iterative hard thresholding for compressed sensing
    • Blumensath, T., Davies, M.E.: Iterative hard thresholding for compressed sensing. Appl. Comput. Harmonic Anal. 27(3), 265-274 (2009)
    • (2009) Appl. Comput. Harmonic Anal , vol.27 , Issue.3 , pp. 265-274
    • Blumensath, T.1    Davies, M.E.2
  • 4
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • Candes, E., Romberg, J., Tao, T.: Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52(2), 489-509 (2006)
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.1    Romberg, J.2    Tao, T.3
  • 5
    • 33947416035 scopus 로고    scopus 로고
    • Near-optimal signal recovery from random projections: Universal encoding strategies
    • Candes, E., Tao, T.: Near-optimal signal recovery from random projections: universal encoding strategies? IEEE Trans. Inf. Theory 52(12), 5406-5425 (2006)
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.12 , pp. 5406-5425
    • Candes, E.1    Tao, T.2
  • 6
    • 77953126052 scopus 로고    scopus 로고
    • Precise undersampling theorems
    • Donoho, D., Tanner, J.: Precise undersampling theorems. Proc. IEEE 98(6), 913-924 (2010)
    • (2010) Proc. IEEE , vol.98 , Issue.6 , pp. 913-924
    • Donoho, D.1    Tanner, J.2
  • 7
    • 71149117997 scopus 로고    scopus 로고
    • Gradient descent with sparsification: An iterative algorithm for sparse recovery with restricted isometry property
    • New York, NY, USA
    • Garg, R., Khandekar, R.: Gradient descent with sparsification: an iterative algorithm for sparse recovery with restricted isometry property. In: ICML 2009, New York, NY, USA, pp. 337-344 (2009)
    • (2009) ICML 2009 , pp. 337-344
    • Garg, R.1    Khandekar, R.2
  • 9
    • 77949685085 scopus 로고    scopus 로고
    • Optimally tuned iterative reconstruction algorithms for compressed sensing
    • Maleki, A., Donoho, D.L.: Optimally tuned iterative reconstruction algorithms for compressed sensing. IEEE J. Sel. Topics Signal Process. 4(2), 330-341 (2010)
    • (2010) IEEE J. Sel. Topics Signal Process , vol.4 , Issue.2 , pp. 330-341
    • Maleki, A.1    Donoho, D.L.2
  • 10
    • 41049087784 scopus 로고    scopus 로고
    • Understanding the role of noise in stochastic local search: Analysis and experiments
    • Mengshoel, O.J.: Understanding the role of noise in stochastic local search: analysis and experiments. Artif. Intell. 172(8-9), 955-990 (2008)
    • (2008) Artif. Intell , vol.172 , Issue.8-9 , pp. 955-990
    • Mengshoel, O.J.1
  • 11
    • 78650544145 scopus 로고    scopus 로고
    • Initialization and restart in stochastic local search: Computing a most probable explanation in Bayesian networks
    • Mengshoel, O.J., Wilkins, D.C., Roth, D.: Initialization and restart in stochastic local search: computing a most probable explanation in Bayesian networks. IEEE Trans. Knowl. Data Eng. 23(2), 235-247 (2011)
    • (2011) IEEE Trans. Knowl. Data Eng , vol.23 , Issue.2 , pp. 235-247
    • Mengshoel, O.J.1    Wilkins, D.C.2    Roth, D.3
  • 12
    • 84860778324 scopus 로고    scopus 로고
    • Matching pursuits with random sequential subdictionaries
    • Moussallam, M., Daudet, L., Richard, G.: Matching pursuits with random sequential subdictionaries. Signal Process. 92(10), 2532-2544 (2012)
    • (2012) Signal Process , vol.92 , Issue.10 , pp. 2532-2544
    • Moussallam, M.1    Daudet, L.2    Richard, G.3
  • 14
    • 77949732443 scopus 로고    scopus 로고
    • Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit
    • Needell, D., Vershynin, R.: Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit. IEEE J. Sel. Topics Signal Process. 4(2), 310-316 (2010)
    • (2010) IEEE J. Sel. Topics Signal Process , vol.4 , Issue.2 , pp. 310-316
    • Needell, D.1    Vershynin, R.2
  • 15
    • 78650162049 scopus 로고    scopus 로고
    • CoSaMp: Iterative signal recovery from incomplete and inaccurate samples
    • Needell, D., Tropp, J.A.: CoSaMp: iterative signal recovery from incomplete and inaccurate samples. Commun. ACM 53(12), 93-100 (2010)
    • (2010) Commun. ACM , vol.53 , Issue.12 , pp. 93-100
    • Needell, D.1    Tropp, J.A.2
  • 18
    • 26944434018 scopus 로고    scopus 로고
    • Complexity results and approximation strategies for MAP explanations
    • Park, J.D., Darwiche, A.: Complexity results and approximation strategies for MAP explanations. J. Artif. Intell. Res. 21, 101-133 (2004)
    • (2004) J. Artif. Intell. Res , vol.21 , pp. 101-133
    • Park, J.D.1    Darwiche, A.2
  • 19
    • 84869829547 scopus 로고    scopus 로고
    • Matching pursuit with stochastic selection
    • IEEE
    • Peel, T., Emiya, V., Ralaivola, L., Anthoine, S.: Matching pursuit with stochastic selection. In: EUSIPCO, pp. 879-883. IEEE (2012)
    • (2012) EUSIPCO , pp. 879-883
    • Peel, T.1    Emiya, V.2    Ralaivola, L.3    Anthoine, S.4
  • 21
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • Tropp, J.A.: Greed is good: algorithmic results for sparse approximation. IEEE Trans. Inf. Theory 50(10), 2231-2242 (2004)
    • (2004) IEEE Trans. Inf. Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 22
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random measurements via orthogonal matching pursuit
    • Tropp, J.A., Gilbert, A.C.: Signal recovery from random measurements via orthogonal matching pursuit. IEEE Trans. Inf. Theory 53, 4655-4666 (2007)
    • (2007) IEEE Trans. Inf. Theory , vol.53 , pp. 4655-4666
    • Tropp, J.A.1    Gilbert, A.C.2
  • 23
    • 84898960030 scopus 로고    scopus 로고
    • When in doubt, swap: High-dimensional sparse recovery from correlated measurements
    • Vats, D., Baraniuk, R.: When in doubt, swap: high-dimensional sparse recovery from correlated measurements. In: NIPS (2013)
    • (2013) NIPS
    • Vats, D.1    Baraniuk, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.