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Volumn , Issue , 2008, Pages 208-215

Hierarchical sampling for active learning

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; ROBOT LEARNING;

EID: 56449108037     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390183     Document Type: Conference Paper
Times cited : (464)

References (11)
  • 3
    • 0141607824 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • Blei, D., Ng, A., & Jordan, M. (2003). Latent dirichlet allocation. JMLR, 3, 993-1022.
    • (2003) JMLR, 3 , pp. 993-1022
    • Blei, D.1    Ng, A.2    Jordan, M.3
  • 4
    • 56449098707 scopus 로고    scopus 로고
    • Minimax bounds for active learning
    • Castro, R., & Nowak, R. (2007). Minimax bounds for active learning. COLT.
    • (2007) COLT
    • Castro, R.1    Nowak, R.2
  • 5
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • Colm, D., Atlas, L., & Ladner, R. (1994). Improving generalization with active learning. Machine Learning, 15, 201-221.
    • (1994) Machine Learning , vol.15 , pp. 201-221
    • Colm, D.1    Atlas, L.2    Ladner, R.3
  • 6
    • 71049162986 scopus 로고    scopus 로고
    • Coarse sample complexity bounds for active learning
    • Dasgupta, S. (2005). Coarse sample complexity bounds for active learning. NIPS.
    • (2005) NIPS
    • Dasgupta, S.1
  • 8
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Freund, Y., Seung, H., Shamir, E., & Tishby, N. (1997). Selective sampling using the query by committee algorithm. Machine Learning, 28, 133-168.
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 9
    • 56449094315 scopus 로고    scopus 로고
    • A bound on the label complexity of agnostic active learning
    • Hanneke, S. (2007). A bound on the label complexity of agnostic active learning. ICML.
    • (2007) ICML
    • Hanneke, S.1
  • 10
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • Schohn, G., & Cohn, D. (2000). Less is more: active learning with support vector machines. ICML.
    • (2000) ICML
    • Schohn, G.1    Cohn, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.