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Volumn 4005 LNAI, Issue , 2006, Pages 635-649

Improving random projections using marginal information

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SCIENCE; MAXIMUM LIKELIHOOD ESTIMATION; NUMERICAL ANALYSIS;

EID: 33746094275     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11776420_46     Document Type: Conference Paper
Times cited : (61)

References (23)
  • 2
    • 0033354520 scopus 로고    scopus 로고
    • An algorithmic theory of learning: Robust concepts and random projection
    • (Also to appear in Machine Learning), New York
    • Arriaga, R., Vempala, S.: An algorithmic theory of learning: Robust concepts and random projection. In: Proc. of FOCS (Also to appear in Machine Learning), New York (1999) 616-623
    • (1999) Proc. of FOCS , pp. 616-623
    • Arriaga, R.1    Vempala, S.2
  • 3
    • 0033336275 scopus 로고    scopus 로고
    • Learning mixtures of gaussians
    • New York
    • Dasgupta, S.: Learning mixtures of gaussians. In: Proc. of FOCS, New York (1999) 634-644
    • (1999) Proc. of FOCS , pp. 634-644
    • Dasgupta, S.1
  • 4
    • 63249106662 scopus 로고    scopus 로고
    • Experiments with random projections for machine learning
    • Washington, DC
    • Fradkin, D., Madigan, D.: Experiments with random projections for machine learning. In: Proc. of KDD, Washington, DC (2003) 517-522
    • (2003) Proc. of KDD , pp. 517-522
    • Fradkin, D.1    Madigan, D.2
  • 5
    • 1942517297 scopus 로고    scopus 로고
    • Random projection for high dimensional data clustering: A cluster ensemble approach
    • Washington, DC
    • Fern, X.Z., Brodley, C.E.: Random projection for high dimensional data clustering: A cluster ensemble approach. In: Proc. of ICML, Washington, DC (2003) 186-193
    • (2003) Proc. of ICML , pp. 186-193
    • Fern, X.Z.1    Brodley, C.E.2
  • 6
    • 22944491769 scopus 로고    scopus 로고
    • On kernels, margins, and low-dimensional mappings
    • Padova, Italy
    • Balcan, M.F., Blum, A., Vempala, S.: On kernels, margins, and low-dimensional mappings. In: Proc. of ALT, Padova, Italy (2004) 194-205
    • (2004) Proc. of ALT , pp. 194-205
    • Balcan, M.F.1    Blum, A.2    Vempala, S.3
  • 8
    • 0242550397 scopus 로고    scopus 로고
    • Sampling techniques for kernel methods
    • Vancouver, BC, Canada
    • Achlioptas, D., McSherry, F., Schölkopf, B.: Sampling techniques for kernel methods. In: Proc. of NIPS, Vancouver, BC, Canada (2001) 335-342
    • (2001) Proc. of NIPS , pp. 335-342
    • Achlioptas, D.1    McSherry, F.2    Schölkopf, B.3
  • 9
    • 0035789317 scopus 로고    scopus 로고
    • Random projection in dimensionality reduction: Applications to image and text data
    • San Francisco, CA
    • Bingham, E., Mannila, H.: Random projection in dimensionality reduction: Applications to image and text data. In: Proc. of KDD, San Francisco, CA (2001) 245-250
    • (2001) Proc. of KDD , pp. 245-250
    • Bingham, E.1    Mannila, H.2
  • 10
    • 0036040277 scopus 로고    scopus 로고
    • Similarity estimation techniques from rounding algorithms
    • Montreal, Quebec, Canada
    • Charikar, M.S.: Similarity estimation techniques from rounding algorithms. In: Proc. of STOC, Montreal, Quebec, Canada (2002) 380-388
    • (2002) Proc. of STOC , pp. 380-388
    • Charikar, M.S.1
  • 11
    • 36949016905 scopus 로고    scopus 로고
    • Randomized algorithms and NLP: Using locality sensitive hash function for high speed noun clustering
    • Ann Arbor, MI
    • Ravichandran, D., Pantel, P., Hovy, E.: Randomized algorithms and NLP: Using locality sensitive hash function for high speed noun clustering. In: Proc. of ACL, Ann Arbor, MI (2005) 622-629
    • (2005) Proc. of ACL , pp. 622-629
    • Ravichandran, D.1    Pantel, P.2    Hovy, E.3
  • 12
    • 31344447750 scopus 로고    scopus 로고
    • Random projection-based multiplicative data perturbation for privacy preserving distributed data mining
    • Liu, K., Kargupta, H., Ryan, J.: Random projection-based multiplicative data perturbation for privacy preserving distributed data mining. IEEE Transactions on Knowledge and Data Engineering 18 (2006) 92-106
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , pp. 92-106
    • Liu, K.1    Kargupta, H.2    Ryan, J.3
  • 13
    • 0001654702 scopus 로고
    • Extensions of Lipschitz mapping into Hilbert space
    • Johnson, W.B., Lindenstrauss, J.: Extensions of Lipschitz mapping into Hilbert space. Contemporary Mathematics 26 (1984) 189-206
    • (1984) Contemporary Mathematics , vol.26 , pp. 189-206
    • Johnson, W.B.1    Lindenstrauss, J.2
  • 14
    • 0031644241 scopus 로고    scopus 로고
    • Approximate nearest neighbors: Towards removing the curse of dimensionality
    • Dallas, TX
    • Indyk, P., Motwani, R.: Approximate nearest neighbors: Towards removing the curse of dimensionality. In: Proc. of STOC, Dallas, TX (1998) 604-613
    • (1998) Proc. of STOC , pp. 604-613
    • Indyk, P.1    Motwani, R.2
  • 15
    • 0038166193 scopus 로고    scopus 로고
    • Database-friendly random projections: Johnson-Lindenstrauss with binary coins
    • Achlioptas, D.: Database-friendly random projections: Johnson-Lindenstrauss with binary coins. Journal of Computer and System Sciences 66 (2003) 671-687
    • (2003) Journal of Computer and System Sciences , vol.66 , pp. 671-687
    • Achlioptas, D.1
  • 16
    • 0001058474 scopus 로고
    • Approximate confidence intervals, II
    • Bartlett, M.S.: Approximate confidence intervals, II. Biometrika 40 (1953) 306-317
    • (1953) Biometrika , vol.40 , pp. 306-317
    • Bartlett, M.S.1
  • 17
    • 0043262965 scopus 로고    scopus 로고
    • Eliminating multiple root problems in estimation
    • Small, C.G., Wang, J., Yang, Z.: Eliminating multiple root problems in estimation. Statistical Science 15 (2000) 313-341
    • (2000) Statistical Science , vol.15 , pp. 313-341
    • Small, C.G.1    Wang, J.2    Yang, Z.3
  • 19
    • 33144487692 scopus 로고    scopus 로고
    • On the distribution of SINR for the MMSE MIMO receiver and performance analysis
    • Li, P., Paul, D., Narasimhan, R., Cioffi, J.: On the distribution of SINR for the MMSE MIMO receiver and performance analysis. IEEE Trans. Inform. Theory 52 (2006) 271-286
    • (2006) IEEE Trans. Inform. Theory , vol.52 , pp. 271-286
    • Li, P.1    Paul, D.2    Narasimhan, R.3    Cioffi, J.4
  • 20
    • 84890510239 scopus 로고    scopus 로고
    • Margin-constrained random projections and very sparse random projections
    • Department of Statistics, Stanford University
    • Li, P., Hastie, T.J., Church, K.W.: Margin-constrained random projections and very sparse random projections. Technical report, Department of Statistics, Stanford University (2006)
    • (2006) Technical Report
    • Li, P.1    Hastie, T.J.2    Church, K.W.3
  • 21
    • 33746053130 scopus 로고    scopus 로고
    • A sketched-based sampling algorithm on sparse data
    • Department of Statistics, Stanford University
    • Li, P., Church, K.W., Hastie, T.J.: A sketched-based sampling algorithm on sparse data. Technical report, Department of Statistics, Stanford University (2006)
    • (2006) Technical Report
    • Li, P.1    Church, K.W.2    Hastie, T.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.