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Volumn , Issue PART 1, 2013, Pages 480-488

Efficient active learning of halfspaces: An aggressive approach

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

EID: 84897564027     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (25)
  • 5
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • Cohn, D., Atlas, L., and Ladner, R. Improving generalization with active learning. Machine Learning, 15(2): 201-221, 1994.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 8
    • 33745762904 scopus 로고    scopus 로고
    • Analysis of perceptron-based active learning
    • Dasgupta, S., Kalai, A., and Monteleoni, C. Analysis of perceptron-based active learning. Learning Theory, pp. 889-905, 2005.
    • (2005) Learning Theory , pp. 889-905
    • Dasgupta, S.1    Kalai, A.2    Monteleoni, C.3
  • 11
    • 0031209604 scopus 로고    scopus 로고
    • Selective Sampling Using the Query by Committee Algorithm
    • Freund, Y., Seung, H.S., Shamir, E., and Tishby, N. Selective sampling using the query by committee algorithm. Machine learning, 28(2):133-168, 1997. (Pubitemid 127506338)
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 15
    • 84897512971 scopus 로고    scopus 로고
    • Efficient pool-based active learning of halfspaces
    • abs/1208.3561
    • Gonen, A., Sabato, S., and Shalev-Shwartz, S. Efficient pool-based active learning of halfspaces. CoRR, abs/1208.3561, 2012.
    • (2012) CoRR
    • Gonen, A.1    Sabato, S.2    Shalev-Shwartz, S.3
  • 16
    • 56449094315 scopus 로고    scopus 로고
    • A bound on the label complexity of agnostic active learning
    • Hanneke, S. A bound on the label complexity of agnostic active learning. In ICML, 2007.
    • (2007) ICML
    • Hanneke, S.1
  • 17
    • 79551594780 scopus 로고    scopus 로고
    • Rates of convergence in active learning
    • Hanneke, S. Rates of convergence in active learning. The Annals of Statistics, 39(1):333-361, 2011.
    • (2011) The Annals of Statistics , vol.39 , Issue.1 , pp. 333-361
    • Hanneke, S.1
  • 20
    • 0005342311 scopus 로고    scopus 로고
    • Hit-and-run mixes fast
    • Lovász, L. Hit-and-run mixes fast. Mathematical Programming, 86(3):443-461, 1999.
    • (1999) Mathematical Programming , vol.86 , Issue.3 , pp. 443-461
    • Lovász, L.1
  • 25
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S. and Koller, D. Support vector machine active learning with applications to text classification. The Journal of Machine Learning Research, 2:45-66, 2002.
    • (2002) The Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.