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Volumn 4, Issue , 2012, Pages 2960-2968

Forging the graphs: A low rank and positive semidefinite graph learning approach

Author keywords

[No Author keywords available]

Indexed keywords

CONVEX OPTIMIZATION PROBLEMS; GLOBAL OPTIMAL SOLUTIONS; LEARNING APPROACH; NON NEGATIVES; POSITIVE SEMIDEFINITE; ROBUST APPROACHES; SEMI- SUPERVISED LEARNING; THEORETICAL GUARANTEES;

EID: 84877748768     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (20)

References (23)
  • 2
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    • Laplacian eigenmaps for dimensionality reduction and data representation
    • M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural computation, 15(6):1373-1396, 2003.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 84877767571 scopus 로고    scopus 로고
    • A singular value thresholding algorithm for matrix completion
    • (5):2053-2080
    • J. Cai, E. Candes, and Z. Shen. A singular value thresholding algorithm for matrix completion. IEEE Trans. Inform. Theory, 56(5), 2053-2080, (5):2053-2080, 2008.
    • (2008) IEEE Trans. Inform. Theory , vol.56 , Issue.5 , pp. 2053-2080
    • Cai, J.1    Candes, E.2    Shen, Z.3
  • 5
    • 77952741387 scopus 로고    scopus 로고
    • Matrix completion with noise
    • E. Candes and Y. Plan. Matrix completion with noise. Proceedings of the IEEE, 98(6):925-936, 2010.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 925-936
    • Candes, E.1    Plan, Y.2
  • 10
    • 33749356813 scopus 로고    scopus 로고
    • Spectral relaxation models and structure analysis for k-way graph clustering and bi-clustering
    • M. Gu, H. Zha, C. Ding, X. He, H. Simon, and J. Xia. Spectral relaxation models and structure analysis for k-way graph clustering and bi-clustering. UC Berkeley Math Dept Tech Report, 2001.
    • (2001) UC Berkeley Math Dept Tech Report
    • Gu, M.1    Zha, H.2    Ding, C.3    He, X.4    Simon, H.5    Xia, J.6
  • 12
    • 0036436111 scopus 로고    scopus 로고
    • A globally convergent augmented lagrangian pattern search algorithm for optimization with general constraints and simple bounds
    • R. Lewis, V. Torczon, and L. R. Center. A globally convergent augmented lagrangian pattern search algorithm for optimization with general constraints and simple bounds. SIAM Journal on Optimization, 12(4):1075-1089, 2002.
    • (2002) SIAM Journal on Optimization , vol.12 , Issue.4 , pp. 1075-1089
    • Lewis, R.1    Torczon, V.2    Center, L.R.3
  • 17
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. Roweis and L. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323
    • Roweis, S.1    Saul, L.2
  • 18
    • 0034704189 scopus 로고    scopus 로고
    • The manifold ways of perception
    • H. Seung and D. Lee. The manifold ways of perception. Science(Washington), 290(5500):2268-9, 2000.
    • (2000) Science(Washington) , vol.290 , Issue.5500 , pp. 2268-2269
    • Seung, H.1    Lee, D.2
  • 23
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using Gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. In ICML 2003.
    • ICML 2003
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.