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Volumn , Issue PART 1, 2013, Pages 759-767

A unifying framework for vector-valued manifold regularization and multi-view learning

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS; SUPERVISED LEARNING;

EID: 84897540076     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (27)

References (21)
  • 1
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
    • Belkin, M., Niyogi, P., and Sindhwani, V. Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. Journal of Machine Learning Research, 7:2399-2434, 2006. (Pubitemid 44708005)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 5
    • 48849086653 scopus 로고    scopus 로고
    • Vector-valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem
    • Carmeli, C., Vito, E. De, and Toigo, A. Vector-valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem. Analysis and Applications, 4:377-408, 2006.
    • (2006) Analysis and Applications , vol.4 , pp. 377-408
    • Carmeli, C.1    De Vito, E.2    Toigo, A.3
  • 7
    • 80053439496 scopus 로고    scopus 로고
    • Learning output kernels with block coordinate descent
    • Dinuzzo, F., Ong, C.S., Gehler, P., and Pillonetto, G. Learning output kernels with block coordinate descent. In ICML, 2011.
    • (2011) ICML
    • Dinuzzo, F.1    Ong, C.S.2    Gehler, P.3    Pillonetto, G.4
  • 11
    • 14544299611 scopus 로고    scopus 로고
    • On learning vector-valued functions
    • DOI 10.1162/0899766052530802
    • Micchelli, C. A. and Pontil, M. On learning vector-valued functions. Neural Computation, 17:177-204, 2005. (Pubitemid 40305887)
    • (2005) Neural Computation , vol.17 , Issue.1 , pp. 177-204
    • Micchelli, C.A.1    Pontil, M.2
  • 12
    • 80053444449 scopus 로고    scopus 로고
    • Vector-valued manifold regularization
    • Minh, H.Q. and Sindhwani, V. Vector-valued manifold regularization. In ICML, 2011.
    • (2011) ICML
    • Minh, H.Q.1    Sindhwani, V.2
  • 13
    • 33947215991 scopus 로고    scopus 로고
    • Learning equivariant functions with matrix valued kernels
    • Reisert, M. and Burkhardt, H. Learning equivariant functions with matrix valued kernels. J. Mach. Learn. Res., 8:385-408, 2007. (Pubitemid 46434121)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 385-408
    • Reisert, M.1    Burkhardt, H.2
  • 14
    • 85032751195 scopus 로고    scopus 로고
    • A kernel for semi-supervised learning with multi-view point cloud regularization
    • Rosenberg, D., Sindhwani, V., Bartlett, P., and Niyogi, P. A kernel for semi-supervised learning with multi-view point cloud regularization. IEEE Sig. Proc. Mag., 26(5):145-150, 2009.
    • (2009) IEEE Sig. Proc. Mag. , vol.26 , Issue.5 , pp. 145-150
    • Rosenberg, D.1    Sindhwani, V.2    Bartlett, P.3    Niyogi, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.