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Volumn 2, Issue , 2010, Pages 1245-1253

Kernel slicing: Scalable online training with conjunctive features

Author keywords

[No Author keywords available]

Indexed keywords

DEPENDENCY PARSING; FEATURE VECTORS; ONLINE LEARNING; ONLINE METHODS; ONLINE TRAINING; ORDERS OF MAGNITUDE; POLYNOMIAL KERNELS; SPACE EFFICIENCIES;

EID: 80053417271     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (16)

References (26)
  • 1
    • 27844439373 scopus 로고    scopus 로고
    • A framework for learning predictive structures from multiple tasks and unlabeled data
    • Ando, Rie Kubota and Tong Zhang. 2005. A framework for learning predictive structures from multiple tasks and unlabeled data. Journal of Machine Learning Research, 6:1817-1853.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1817-1853
    • Ando, R.K.1    Zhang, T.2
  • 2
    • 0024735522 scopus 로고
    • An efficient digital search algorithm by using a double-array structure
    • Aoe, Jun'ichi. 1989. An efficient digital search algorithm by using a double-array structure. IEEE Transactions on Software Engineering, 15(9):1066- 1077.
    • (1989) IEEE Transactions on Software Engineering , vol.15 , Issue.9 , pp. 1066-1077
    • Jun'ichi, A.1
  • 4
    • 35348858944 scopus 로고    scopus 로고
    • Tracking the best hyperplane with a simple budget Perceptron
    • DOI 10.1007/s10994-007-5003-0, Special Issue on COLT 2006; Guest Editors: Avrim Blum, Gabor Lugosi and Hans Ulrich Simon
    • Cavallanti, Giovanni, Nicolò Cesa-Bianchi, and Claudio Gentile. 2007. Tracking the best hyperplane with a simple budget perceptron. Machine Learning, 69(2-3):143-167. (Pubitemid 47574313)
    • (2007) Machine Learning , vol.69 , Issue.2-3 , pp. 143-167
    • Cavallanti, G.1    Cesa-Bianchi, N.2    Gentile, C.3
  • 8
    • 80053366300 scopus 로고    scopus 로고
    • Cross-task knowledgeconstrained self training
    • Dauḿe III, Hal. 2008. Cross-task knowledgeconstrained self training. In Proc. EMNLP 2008, pages 680-688.
    • (2008) Proc. EMNLP 2008 , pp. 680-688
    • Daumé Iii, H.1
  • 9
    • 55249109544 scopus 로고    scopus 로고
    • The forgetron: A kernel-based perceptron on a budget
    • Dekel, Ofer, Shai Shalev-Shwartz, and Yoram Singer. 2008. The forgetron: A kernel-based perceptron on a budget. SIAM Journal on Computing, 37(5):1342-1372.
    • (2008) SIAM Journal on Computing , vol.37 , Issue.5 , pp. 1342-1372
    • Shai, S.-S.1    Yoram, S.2    Dekel, O.3
  • 10
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • DOI 10.1023/A:1007662407062
    • Freund, Yoav and Robert E. Schapire. 1999. Large margin classification using the perceptron algorithm. Machine Learning, 37(3):277-296. (Pubitemid 32210619)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 11
    • 80053433160 scopus 로고    scopus 로고
    • SplitSVM: Fast, space-efficient, non-heuristic, polynomial kernel computation for NLP applications
    • Short Papers
    • Goldberg, Yoav and Michael Elhadad. 2008. splitSVM: fast, space-efficient, non-heuristic, polynomial kernel computation for NLP applications. In Proc. ACL-08: HLT, Short Papers, pages 237-240.
    • (2008) Proc. ACL-08: HLT , pp. 237-240
    • Goldberg, Y.1    Elhadad, M.2
  • 12
    • 1642296635 scopus 로고    scopus 로고
    • Efficient support vector classifiers for named entity recognition
    • Isozaki, Hideki and Hideto Kazawa. 2002. Efficient support vector classifiers for named entity recognition. In Proc. COLING 2002, pages 1-7.
    • (2002) Proc. COLING 2002 , pp. 1-7
    • Isozaki, H.1    Kazawa, H.2
  • 13
    • 78650474685 scopus 로고    scopus 로고
    • A fast boosting-based learner for feature-rich tagging and chunking
    • Iwakura, Tomoya and Seishi Okamoto. 2008. A fast boosting-based learner for feature-rich tagging and chunking. In Proc. CoNLL 2008, pages 17-24.
    • (2008) Proc. CoNLL 2008 , pp. 17-24
    • Iwakura, T.1    Okamoto, S.2
  • 14
    • 85147247683 scopus 로고    scopus 로고
    • Fast methods for kernel-based text analysis
    • Kudo, Taku and Yuji Matsumoto. 2003. Fast methods for kernel-based text analysis. In Proc. ACL 2003, pages 24-31.
    • (2003) Proc. ACL 2003 , pp. 24-31
    • Kudo, T.1    Matsumoto, Y.2
  • 15
    • 56449106838 scopus 로고    scopus 로고
    • Structure compilation: Trading structure for features
    • Liang, Percy, Hal Daumé III, and Dan Klein. 2008. Structure compilation: trading structure for features. In Proc. ICML 2008, pages 592-599.
    • (2008) Proc. ICML 2008 , pp. 592-599
    • Dan, K.1    Liang, P.2    Daumé III, H.3
  • 16
    • 80053344834 scopus 로고    scopus 로고
    • A discriminative language model with pseudo-negative samples
    • Okanohara, Daisuke and Jun'ichi Tsujii. 2007. A discriminative language model with pseudo-negative samples. In Proc. ACL 2007, pages 73-80.
    • (2007) Proc. ACL 2007 , pp. 73-80
    • Okanohara, D.1    Tsujii, J.2
  • 17
    • 84877666779 scopus 로고    scopus 로고
    • Learning combination features with L1 regularization
    • Short Papers
    • Okanohara, Daisuke and Jun'ichi Tsujii. 2009. Learning combination features with L1 regularization. In Proc. NAACL HLT 2009, Short Papers, pages 97- 100.
    • (2009) Proc. NAACL HLT 2009 , pp. 97-100
    • Okanohara, D.1    Tsujii, J.2
  • 19
    • 1942418470 scopus 로고    scopus 로고
    • Grafting: Fast, incremental feature selection by gradient descent in function space
    • Perkins, Simon, Kevin Lacker, and James Theiler. 2003. Grafting: fast, incremental feature selection by gradient descent in function space. Journal of Machine Learning Research, 3:1333-1356.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1333-1356
    • Perkins, S.1    Lacker, K.2    Theiler, J.3
  • 20
    • 85119098424 scopus 로고    scopus 로고
    • Linear-time dependency analysis for Japanese
    • Sassano, Manabu. 2004. Linear-time dependency analysis for Japanese. In Proc. COLING 2004, pages 8-14.
    • (2004) Proc. COLING 2004 , pp. 8-14
    • Sassano, M.1
  • 21
    • 85026934142 scopus 로고    scopus 로고
    • Boosting precision and recall of hyponymy relation acquisition from hierarchical layouts in Wikipedia
    • Sumida, Asuka, Naoki Yoshinaga, and Kentaro Torisawa. 2008. Boosting precision and recall of hyponymy relation acquisition from hierarchical layouts in Wikipedia. In Proc. LREC 2008, pages 2462-2469.
    • (2008) Proc. LREC 2008 , pp. 2462-2469
    • Sumida, A.1    Yoshinaga, N.2    Torisawa, K.3
  • 22
    • 80052416457 scopus 로고    scopus 로고
    • Stochastic gradient descent training for L1-regularized log-linear models with cumulative penalty
    • Tsuruoka, Yoshimasa, Jun'ichi Tsujii, and Sophia Ananiadou. 2009. Stochastic gradient descent training for L1-regularized log-linear models with cumulative penalty. In Proc. ACL-IJCNLP 2009, pages 477-485.
    • (2009) Proc. ACL-IJCNLP 2009 , pp. 477-485
    • Tsuruoka, Y.1    Tsujii, J.2    Ananiadou, S.3
  • 23
    • 0032654288 scopus 로고    scopus 로고
    • Compressing integers for fast file access
    • Williams, Hugh E. and Justin Zobel. 1999. Compressing integers for fast file access. The Computer Journal, 42(3):193-201.
    • (1999) The Computer Journal , vol.42 , Issue.3 , pp. 193-201
    • Williams, H.E.1    Zobel, J.2
  • 25
    • 80053431578 scopus 로고    scopus 로고
    • Sequential insertions and performance evaluations for doublearrays
    • In Japanese
    • Yata, Susumu, Masahiro Tamura, Kazuhiro Morita, Masao Fuketa, and Jun'ichi Aoe. 2009. Sequential insertions and performance evaluations for doublearrays. In Proc. the 71st National Convention of IPSJ, pages 1263-1264. (In Japanese).
    • (2009) Proc. the 71st National Convention of IPSJ , pp. 1263-1264
    • Yata, S.1    Tamura, M.2    Morita, K.3    Fuketa, M.4    Aoe, J.5
  • 26
    • 80053398078 scopus 로고    scopus 로고
    • Polynomial to linear: Efficient classification with conjunctive features
    • Yoshinaga, Naoki and Masaru Kitsuregawa. 2009. Polynomial to linear: efficient classification with conjunctive features. In Proc. EMNLP 2009, pages 1542-1551.
    • (2009) Proc. EMNLP 2009 , pp. 1542-1551
    • Yoshinaga, N.1    Kitsuregawa, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.