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Volumn , Issue , 2009, Pages 1113-1120

Feature hashing for large scale multitask learning

Author keywords

[No Author keywords available]

Indexed keywords

DIMENSIONALITY REDUCTION; EMPIRICAL EVIDENCE; EXPONENTIAL TAIL; HIGH PROBABILITY; MULTITASK LEARNING; NON-PARAMETRIC ESTIMATIONS; RANDOM SUBSPACES;

EID: 71149087699     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (594)

References (12)
  • 1
    • 0038166193 scopus 로고    scopus 로고
    • Database-friendly random projections: Johnson-lindenstrauss with binary coins
    • Achlioptas, D. (2003). Database-friendly random projections: Johnson-lindenstrauss with binary coins. Journal of Computer and System Sciences, 66, 671-687.
    • (2003) Journal of Computer and System Sciences , vol.66 , pp. 671-687
    • Achlioptas, D.1
  • 6
    • 0001944742 scopus 로고    scopus 로고
    • Similarity search in high dimensions via hashing
    • Edinburgh, Scotland: Morgan Kaufmann
    • Gionis, A., Indyk, P., & Motwani, R. (1999). Similarity search in high dimensions via hashing. Proceedings of the 25th VLDB Conference (pp. 518-529). Edinburgh, Scotland: Morgan Kaufmann.
    • (1999) Proceedings of the 25th VLDB Conference , pp. 518-529
    • Gionis, A.1    Indyk, P.2    Motwani, R.3
  • 7
    • 70049107161 scopus 로고    scopus 로고
    • Vow-pal wabbit online learning project
    • Langford, J., Li, L., & Strehl, A. (2007). Vow-pal wabbit online learning project (Technical Report). http://hunch.net/?p=309.
    • (2007) Technical Report
    • Langford, J.1    Li, L.2    Strehl, A.3
  • 9
    • 84864064770 scopus 로고    scopus 로고
    • Conditional random sampling: A sketch-based sampling technique for sparse data
    • B. Schölkopf, J. Platt and T. Hoffman Eds, Cambridge, MA: MIT Press
    • Li, P., Church, K., & Hastie, T. (2007). Conditional random sampling: A sketch-based sampling technique for sparse data. In B. Schölkopf, J. Platt and T. Hoffman (Eds.), Advances in neural information processing systems 19, 873-880. Cambridge, MA: MIT Press.
    • (2007) Advances in neural information processing systems 19 , pp. 873-880
    • Li, P.1    Church, K.2    Hastie, T.3
  • 10
    • 85161980201 scopus 로고    scopus 로고
    • Random features for large-scale kernel machines
    • J. Platt, D. Koller, Y. Singer and S. Roweis Eds, Cambridge, MA: MIT Press
    • Rahimi, A., & Recht, B. (2008). Random features for large-scale kernel machines. In J. Platt, D. Koller, Y. Singer and S. Roweis (Eds.), Advances in neural information processing systems 20. Cambridge, MA: MIT Press.
    • (2008) Advances in neural information processing systems 20
    • Rahimi, A.1    Recht, B.2
  • 11
    • 77953218689 scopus 로고    scopus 로고
    • Randomized kitchen sinks
    • L. Bottou, Y. Bengio, D. Schuurmans and D. Koller Eds, Cambridge, MA: MIT Press
    • Rahimi, A., & Recht, B. (2009). Randomized kitchen sinks. In L. Bottou, Y. Bengio, D. Schuurmans and D. Koller (Eds.), Advances in neural information processing systems 21. Cambridge, MA: MIT Press.
    • (2009) Advances in neural information processing systems 21
    • Rahimi, A.1    Recht, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.