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Volumn , Issue , 2011, Pages 497-506

SLIM: Sparse LInear Methods for top-N recommender systems

Author keywords

1 norm regularization; Sparse LInear Methods; Top N recommender systems

Indexed keywords

COEFFICIENT MATRIX; EFFICIENT ALGORITHM; HIGH QUALITY; LINEAR METHODS; RECOMMENDATION METHODS; REGULARIZED OPTIMIZATION PROBLEMS; RUNTIMES;

EID: 84857186449     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2011.134     Document Type: Conference Paper
Times cited : (795)

References (18)
  • 9
    • 3042742744 scopus 로고    scopus 로고
    • Latent semantic models for collaborative filtering
    • January
    • T. Hofmann, "Latent semantic models for collaborative filtering," ACM Trans. Inf. Syst., vol. 22, pp. 89-115, January 2004.
    • (2004) ACM Trans. Inf. Syst. , vol.22 , pp. 89-115
    • Hofmann, T.1
  • 13
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," Journal Of The Royal Statistical Society Series B, vol. 67, no. 2, pp. 301-320, 2005.
    • (2005) Journal of the Royal Statistical Society Series B , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 14
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • 2
    • J. H. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent," Journal of Statistical Software, vol. 33, no. 1, pp. 1-22, 2 2010.
    • (2010) Journal of Statistical Software , vol.33 , Issue.1 , pp. 1-22
    • Friedman, J.H.1    Hastie, T.2    Tibshirani, R.3
  • 15
    • 57949113756 scopus 로고    scopus 로고
    • Improving regularized singular value decomposition for collaborative filtering
    • A. Paterek, "Improving regularized singular value decomposition for collaborative filtering," Statistics, pp. 2-5, 2007.
    • (2007) Statistics , pp. 2-5
    • Paterek, A.1
  • 16
    • 80053154590 scopus 로고    scopus 로고
    • Convex sparse matrix factorizations
    • 0812.1869
    • F. Bach, J. Mairal, and J. Ponce, "Convex sparse matrix factorizations," CoRR, vol. abs/0812.1869, 2008.
    • (2008) CoRR , vol.ABS
    • Bach, F.1    Mairal, J.2    Ponce, J.3
  • 17
    • 76749107542 scopus 로고    scopus 로고
    • Online learning for matrix factorization and sparse coding
    • March
    • J. Mairal, F. Bach, J. Ponce, and G. Sapiro, "Online learning for matrix factorization and sparse coding," J. Mach. Learn. Res., vol. 11, pp. 19- 60, March 2010.
    • (2010) J. Mach. Learn. Res. , vol.11 , pp. 19-60
    • Mairal, J.1    Bach, F.2    Ponce, J.3    Sapiro, G.4
  • 18
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • December
    • P. O. Hoyer, "Non-negative matrix factorization with sparseness constraints," Journal of Machine Learning Research, vol. 5, pp. 1457-1469, December 2004.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.