메뉴 건너뛰기




Volumn , Issue , 2005, Pages

Analysis of a greedy active learning strategy

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING SCHEME; ACTIVE LEARNING STRATEGIES; SAMPLE COMPLEXITY; SEARCH PROBLEM; UPPER AND LOWER BOUNDS;

EID: 84898947320     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (123)

References (14)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin. Queries and concept learning. Machine Learning, 2:319-342, 1988.
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 6
    • 0038290328 scopus 로고    scopus 로고
    • A theoretical analysis of query selection for collaborative filtering
    • S. Dasgupta, P.M. Long, and W.S. Lee. A theoretical analysis of query selection for collaborative filtering. Machine Learning, 51:283-298, 2003.
    • (2003) Machine Learning , vol.51 , pp. 283-298
    • Dasgupta, S.1    Long, P.M.2    Lee, W.S.3
  • 7
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, S. Seung, E. Shamir, and N. Tishby. Selective sampling using the query by committee algorithm. Machine Learning, 28:133-168, 1997.
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, S.2    Shamir, E.3    Tishby, N.4
  • 8
    • 0016349356 scopus 로고
    • Approximation algorithms for combinatorial problems
    • D.S. Johnson. Approximation algorithms for combinatorial problems. Journal of Computer and System Sciences, 9:256-278, 1974.
    • (1974) Journal of Computer and System Sciences , vol.9 , pp. 256-278
    • Johnson, D.S.1
  • 13
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • S. Tong and D. Koller. Support vector machine active learning with applications to text classification. Journal of Machine Learning Research, 2001.
    • (2001) Journal of Machine Learning Research
    • Tong, S.1    Koller, D.2
  • 14
    • 14344254639 scopus 로고    scopus 로고
    • Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions
    • X. Zhu, J. Lafferty, and Z. Ghahramani. Combining active learning and semi-supervised learning using gaussian fields and harmonic functions. ICML workshop, 2003.
    • (2003) ICML Workshop
    • Zhu, X.1    Lafferty, J.2    Ghahramani, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.