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Volumn 57, Issue 9, 2008, Pages 784-786

A note on linear function approximation using random projections

Author keywords

Fixed points; Linear function approximation; Local minima; Low rank approximations; Random projections

Indexed keywords

FIXE D POINTS; LINEAR FUNCTIONS; MINIMIZATION PROBLEMS; RANDOM PROJECTIONS;

EID: 47649102775     PISSN: 01676911     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sysconle.2008.03.003     Document Type: Article
Times cited : (10)

References (11)
  • 1
    • 34247228045 scopus 로고    scopus 로고
    • Fast computations of low-rank matrix approximations
    • Achlioptas D., and McSherry F. Fast computations of low-rank matrix approximations. Journal of the ACM 54 (2007) 1-19
    • (2007) Journal of the ACM , vol.54 , pp. 1-19
    • Achlioptas, D.1    McSherry, F.2
  • 4
    • 13244278201 scopus 로고    scopus 로고
    • An actor-critic algorithm for constrained Markov decision processes
    • Borkar V.S. An actor-critic algorithm for constrained Markov decision processes. Systems and Control Letters 54 (2005) 207-213
    • (2005) Systems and Control Letters , vol.54 , pp. 207-213
    • Borkar, V.S.1
  • 6
    • 0037236821 scopus 로고    scopus 로고
    • An elementary proof of a theorem of Johnson and Lindenstrauss
    • Dasgupta S., and Gupta A. An elementary proof of a theorem of Johnson and Lindenstrauss. Random Structures and Algorithms 22 (2002) 60-65
    • (2002) Random Structures and Algorithms , vol.22 , pp. 60-65
    • Dasgupta, S.1    Gupta, A.2
  • 7
    • 33750065382 scopus 로고    scopus 로고
    • Adaptive sampling and fast low rank approximation
    • Approximation, Randomization, and Combinatorial Optimization. Díaz J., Jansen C., Rolim J.D.P., and Zwick U. (Eds), Springer Verlag, Berlin-Heidelberg
    • Deshpande A., and Vempala S. Adaptive sampling and fast low rank approximation. In: Díaz J., Jansen C., Rolim J.D.P., and Zwick U. (Eds). Approximation, Randomization, and Combinatorial Optimization. Lecture Notes in Comp. Science vol. 4110 (2006), Springer Verlag, Berlin-Heidelberg 292-303
    • (2006) Lecture Notes in Comp. Science , vol.4110 , pp. 292-303
    • Deshpande, A.1    Vempala, S.2
  • 8
    • 33751075906 scopus 로고    scopus 로고
    • Fast Monte Carlo algorithms for matrices II: Computing a low rank approximation to a matrix
    • Drineas P., Kannan R., and Mahoney M.W. Fast Monte Carlo algorithms for matrices II: Computing a low rank approximation to a matrix. SIAM Journal on Computing 36 (2006) 158-183
    • (2006) SIAM Journal on Computing , vol.36 , pp. 158-183
    • Drineas, P.1    Kannan, R.2    Mahoney, M.W.3
  • 9
    • 0037288398 scopus 로고    scopus 로고
    • Least-squares policy evaluation algorithms with linear function approximation
    • Nedic A., and Bertsekas D.P. Least-squares policy evaluation algorithms with linear function approximation. Discrete Event Dynamical Systems 13 (2003) 79-110
    • (2003) Discrete Event Dynamical Systems , vol.13 , pp. 79-110
    • Nedic, A.1    Bertsekas, D.P.2
  • 10
    • 0022013023 scopus 로고
    • On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix
    • Oja E., and Karhunen J. On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix. Journal of Mathematical Analysis and Applications 106 (1985) 69-84
    • (1985) Journal of Mathematical Analysis and Applications , vol.106 , pp. 69-84
    • Oja, E.1    Karhunen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.