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Volumn 57, Issue 9, 2011, Pages 6222-6235

Distilled sensing: Adaptive sampling for sparse detection and estimation

Author keywords

Adaptive sampling; experimental design; multiple hypothesis testing; sequential sensing; sparse recovery

Indexed keywords

ADAPTIVE SAMPLING; DATA COLLECTION; DETECTION AND ESTIMATION; MULTIPLE HYPOTHESIS TESTING; RELIABLE DETECTION; SEQUENTIAL SENSING; SIGNAL AMPLITUDE; SPARSE RECOVERY; SPARSE SIGNALS; WHITE GAUSSIAN NOISE;

EID: 80052367063     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2011.2162269     Document Type: Article
Times cited : (124)

References (27)
  • 1
    • 33746242092 scopus 로고    scopus 로고
    • Adapting to unknown sparsity by controlling the false discovery rate
    • F. Abramovich, Y. Benjamini, D. Donoho, and I. Johnstone, "Adapting to unknown sparsity by controlling the false discovery rate", Ann. Statist, vol. 34, no. 2, pp. 584-653, 2006.
    • (2006) Ann. Statist , vol.34 , Issue.2 , pp. 584-653
    • Abramovich, F.1    Benjamini, Y.2    Donoho, D.3    Johnstone, I.4
  • 2
    • 34547291918 scopus 로고    scopus 로고
    • Asymptotic minimaxity of false discovery rate thresholding for sparse exponential data
    • D. Donoho and J. Jin, "Asymptotic minimaxity of false discovery rate thresholding for sparse exponential data", Ann. Statist., vol. 34, no. 6, pp. 2980-3018, 2006.
    • (2006) Ann. Statist. , vol.34 , Issue.6 , pp. 2980-3018
    • Donoho, D.1    Jin, J.2
  • 4
    • 23744499545 scopus 로고    scopus 로고
    • Some problems of hypothesis testing leading to infinitely divisible distributions
    • Y. Ingster, "Some problems of hypothesis testing leading to infinitely divisible distributions", Mathemat. Meth. Statist., vol. 6, pp. 47-69, 1997.
    • (1997) Mathemat. Meth. Statist. , vol.6 , pp. 47-69
    • Ingster, Y.1
  • 6
    • 23744475601 scopus 로고    scopus 로고
    • Higher criticsm for detecting sparse heterogenous mixtures
    • D. Donoho and J. Jin, "Higher criticsm for detecting sparse heterogenous mixtures", Ann. Statist., vol. 32, no. 3, pp. 962-994, 2004.
    • (2004) Ann. Statist. , vol.32 , Issue.3 , pp. 962-994
    • Donoho, D.1    Jin, J.2
  • 7
    • 38049009362 scopus 로고    scopus 로고
    • Including sampling and phenotyping costs into the optimization of two stage designs for genomewide association studies
    • H.-H. Muller, R. Pahl, and H. Schafer, "Including sampling and phenotyping costs into the optimization of two stage designs for genomewide association studies", Genetic Epidem., vol. 31, no. 8, pp. 844-852, 2007.
    • (2007) Genetic Epidem. , vol.31 , Issue.8 , pp. 844-852
    • Muller, H.-H.1    Pahl, R.2    Schafer, H.3
  • 8
    • 27544506863 scopus 로고    scopus 로고
    • Two-stage designs for experiments with large number of hypotheses
    • S. Zehetmayer, P. Bauer, and M. Posch, "Two-stage designs for experiments with large number of hypotheses", Bioinformatics, vol. 21, no. 19, pp. 3771-3777, 2005.
    • (2005) Bioinformatics , vol.21 , Issue.19 , pp. 3771-3777
    • Zehetmayer, S.1    Bauer, P.2    Posch, M.3
  • 9
    • 0042859846 scopus 로고    scopus 로고
    • Optimal two-stage genotyping in population-based association studies
    • J. Satagopan and R. Elston, "Optimal two-stage genotyping in population-based association studies", Genetic Epidem., vol. 25, no. 2, pp. 149-157, 2003.
    • (2003) Genetic Epidem. , vol.25 , Issue.2 , pp. 149-157
    • Satagopan, J.1    Elston, R.2
  • 10
    • 50849104265 scopus 로고    scopus 로고
    • Optimized multi-stage designs controlling the false discovery or the family-wise error rate
    • S. Zehetmayer, P. Bauer, and M. Posch, "Optimized multi-stage designs controlling the false discovery or the family-wise error rate", Statist. in Med., vol. 27, no. 21, pp. 4145-4160, 2008.
    • (2008) Statist. in Med. , vol.27 , Issue.21 , pp. 4145-4160
    • Zehetmayer, S.1    Bauer, P.2    Posch, M.3
  • 11
    • 54949127550 scopus 로고    scopus 로고
    • Optimal two-stage search for sparse targets using convex criteria
    • Nov
    • E. Bashan, R. Raich, and A. Hero, "Optimal two-stage search for sparse targets using convex criteria", IEEE Trans. Signal Process., vol. 56, no. 11, pp. 5389-5402, Nov. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.11 , pp. 5389-5402
    • Bashan, E.1    Raich, R.2    Hero, A.3
  • 12
    • 0000856817 scopus 로고
    • Promising directions in active vision
    • Various
    • "Promising directions in active vision", Int. J. Comput. Vis., vol. 11, no. 2, pp. 109-126, 1991, Various.
    • (1991) Int. J. Comput. Vis. , vol.11 , Issue.2 , pp. 109-126
  • 13
    • 0003328374 scopus 로고
    • Neural network exploration using optimal experiment design
    • D. Cohn, "Neural network exploration using optimal experiment design", in Adv. in Neur. Inf. Process. Syst. (NIPS), 1994, pp. 679-686.
    • (1994) Adv. Neur. Inf. Process. Syst. (NIPS) , pp. 679-686
    • Cohn, D.1
  • 17
    • 44849141742 scopus 로고    scopus 로고
    • Hierarchical testing of variable importance
    • Jun
    • N. Meinshausen, "Hierarchical testing of variable importance", Biometrika, vol. 95, no. 2, pp. 265-278, Jun. 2008.
    • (2008) Biometrika , vol.95 , Issue.2 , pp. 265-278
    • Meinshausen, N.1
  • 18
    • 79953213204 scopus 로고    scopus 로고
    • Efficient blind search: Optimal power of detection under computational cost constraints
    • Mar
    • N. Meinshausen, P. Bickel, and J. Rice, "Efficient blind search: Optimal power of detection under computational cost constraints", Ann. Appl. Statist., vol. 3, no. 1, pp. 38-60, Mar. 2009.
    • (2009) Ann. Appl. Statist. , vol.3 , Issue.1 , pp. 38-60
    • Meinshausen, N.1    Bickel, P.2    Rice, J.3
  • 20
    • 0036020944 scopus 로고    scopus 로고
    • Operating characteristics and extensions of the FDR procedure
    • C. R. Genovese and L. Wasserman, "Operating characteristics and extensions of the FDR procedure", J. Roy. Stat. Soc. Ser. B, vol. 64, pp. 499-518, 2002.
    • (2002) J. Roy. Stat. Soc. Ser. B , vol.64 , pp. 499-518
    • Genovese, C.R.1    Wasserman, L.2
  • 21
    • 33744824925 scopus 로고    scopus 로고
    • False discovery and false nondiscovery rates in single-step multiple testing procedures
    • S. K. Sarkar, "False discovery and false nondiscovery rates in single-step multiple testing procedures", Ann. Statist., vol. 34, no. 1, pp. 294-415, 2006.
    • (2006) Ann. Statist. , vol.34 , Issue.1 , pp. 294-415
    • Sarkar, S.K.1
  • 22
    • 0000182415 scopus 로고
    • A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations
    • H. Chernoff, "A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations", Ann. Statist., vol. 23, no. 4, pp. 493-507, 1952.
    • (1952) Ann. Statist. , vol.23 , Issue.4 , pp. 493-507
    • Chernoff, H.1
  • 23
    • 0033565160 scopus 로고    scopus 로고
    • On minimax rates of convergence in image models under sequential design
    • A. P. Korostelev, "On minimax rates of convergence in image models under sequential design", Statist. & Probabil. Lett., vol. 43, pp. 369-375, 1999.
    • (1999) Statist. & Probabil. Lett. , vol.43 , pp. 369-375
    • Korostelev, A.P.1
  • 24
    • 43749112531 scopus 로고    scopus 로고
    • Minimax bounds for active learning
    • Jul
    • R. Castro and R. Nowak, "Minimax bounds for active learning", IEEE Trans. Inf. Theory, vol. 54, no. 5, pp. 2339-2353, Jul. 2008.
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.5 , pp. 2339-2353
    • Castro, R.1    Nowak, R.2
  • 25
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso", J. Roy. Statist. Soc. B, vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) J. Roy. Statist. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 26
    • 84878104490 scopus 로고    scopus 로고
    • Compressive sampling
    • Madrid, Spain
    • E. J. Candès, "Compressive sampling", in Proc. Int. Congr. Mathematics, Madrid, Spain, 2006, vol. 3, pp. 1433-1452.
    • (2006) Proc. Int. Congr. Mathematics , vol.3 , pp. 1433-1452
    • Candès, E.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.