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Volumn 2, Issue , 2012, Pages 1823-1830

Conditional mean embeddings as regressors

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL DISTRIBUTION; CONDITIONAL MEANS; CONVERGENCE RATES; CONVERGENCE RESULTS; EMBEDDING ALGORITHMS; EMBEDDING METHOD; EMBEDDING PROBLEMS; EMBEDDINGS; INCOMPLETE CHOLESKY DECOMPOSITION; INTUITIVE UNDERSTANDING; LOSS FUNCTIONS; MINIMAX; OPTIMAL RATE; REGRESSION METHOD; REPRODUCING KERNEL HILBERT SPACES; STATE OF THE ART; VECTOR VALUED;

EID: 84867116447     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (130)

References (20)
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    • Beck, A.1    Teboulle, M.2
  • 3
  • 5
    • 48849086653 scopus 로고    scopus 로고
    • Vector valued reproducing kernel Hilbert spaces of integrable functions and mercer theorem
    • Carmeli, C., De Vito, E., and Toigo, A. Vector valued reproducing kernel Hilbert spaces of integrable functions and mercer theorem. Analysis and Applications, 4(4):377-408, 2006.
    • (2006) Analysis and Applications , vol.4 , Issue.4 , pp. 377-408
    • Carmeli, C.1    De Vito, E.2    Toigo, A.3
  • 7
    • 84867112858 scopus 로고    scopus 로고
    • The Irreducible Minimum
    • Torres Fremlin
    • Fremlin, D.H. Measure Theory Volume 1: The Irreducible Minimum. Torres Fremlin, 2000.
    • (2000) Measure Theory , vol.1
    • Fremlin, D.H.1
  • 8
    • 57349172985 scopus 로고    scopus 로고
    • Topological Measure Spaces
    • Torres Fremlin
    • Fremlin, D.H. Measure Theory Volume 4: Topological Measure Spaces. Torres Fremlin, 2003.
    • (2003) Measure Theory , vol.4
    • Fremlin, D.H.1
  • 14
    • 14544299611 scopus 로고    scopus 로고
    • On learning vector-valued functions
    • Micchelli, C. A. and Pontil, M. On learning vector-valued functions. Neural Computation, 17(1):177-204, 2005.
    • (2005) Neural Computation , vol.17 , Issue.1 , pp. 177-204
    • Micchelli, C.A.1    Pontil, M.2
  • 16
    • 70049118151 scopus 로고    scopus 로고
    • A Hilbert space embedding for distributions
    • Springer
    • Smola, A., Gretton, A., Song, L., and Schölkopf, B. A Hilbert space embedding for distributions. In ALT. Springer, 2007.
    • (2007) ALT
    • Smola, A.1    Gretton, A.2    Song, L.3    Schölkopf, B.4
  • 17
    • 71149099279 scopus 로고    scopus 로고
    • Hilbert space embeddings of conditional distributions with applications to dynamical systems
    • Song, L., Huang, J., Smola, A. J., and Fukumizu, K. Hilbert space embeddings of conditional distributions with applications to dynamical systems. In ICML, pp. 121, 2009.
    • (2009) ICML , pp. 121
    • Song, L.1    Huang, J.2    Smola, A.J.3    Fukumizu, K.4
  • 18
    • 84867129006 scopus 로고    scopus 로고
    • Nonparametric tree graphical models
    • Song, L., Gretton, A., and Guestrin, C. Nonparametric tree graphical models. AISTATS, 9, 2010.
    • (2010) AISTATS , vol.9
    • Song, L.1    Gretton, A.2    Guestrin, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.