메뉴 건너뛰기




Volumn 2, Issue , 2012, Pages 1199-1206

Batch active learning via coordinated matching

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING METHODS; APPROXIMATION BOUNDS; BENCHMARK DATASETS; BEST MATCH; COMBINATORIAL OPTIMIZATION PROBLEMS; HIGH QUALITY; MONTE CARLO SIMULATION; NP-HARD; SUPERMODULAR;

EID: 84867125784     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (22)

References (12)
  • 2
    • 85095345582 scopus 로고    scopus 로고
    • Batch bayesian optimization via Simulation matching
    • Azimi, J., Fern, A., and Fern, X.Z. Batch bayesian optimization via Simulation matching. NIPS, 2011.
    • (2011) NIPS
    • Azimi, J.1    Fern, A.2    Fern, X.Z.3
  • 3
    • 1942517333 scopus 로고    scopus 로고
    • Incorporating diversity in active learning with support vector machines
    • Brinker, Klaus. Incorporating diversity in active learning with support vector machines. In ICML, 2003.
    • (2003) ICML
    • Brinker, K.1
  • 4
    • 0000095809 scopus 로고
    • An analysis of the approximations for maximizing submodular set functions
    • G. L. Nemhauser, L. A. Wolsey and Fisher, M. L. An analysis of the approximations for maximizing submodular set functions. Mathematical Programmingn, 14, 1978.
    • (1978) Mathematical Programmingn , vol.14
    • Nemhauser, G.L.1    Wolsey, L.A.2    Fisher, M.L.3
  • 5
    • 79551702937 scopus 로고    scopus 로고
    • Discriminative batch mode active learning
    • Guo, Y. and Schuurmans, D. Discriminative batch mode active learning. NIPS, 6, 2007.
    • (2007) NIPS , vol.6
    • Guo, Y.1    Schuurmans, D.2
  • 6
    • 85162014861 scopus 로고    scopus 로고
    • Active instance sampling via matrix partition
    • Guo, Yuhong. Active instance sampling via matrix partition. In NIPS, pp. 802-810, 2010.
    • (2010) NIPS , pp. 802-810
    • Guo, Y.1
  • 7
    • 34250637963 scopus 로고    scopus 로고
    • Large-scale text categorization by batch mode active learning
    • Hoi, Steven C. H., Jin, Rong, and Lyu, Michael R. Large-scale text categorization by batch mode active learning. In WWW, pp. 633-642, 2006a.
    • (2006) WWW , pp. 633-642
    • Hoi, S.C.H.1    Jin, R.2    Lyu, M.R.3
  • 8
    • 33749263388 scopus 로고    scopus 로고
    • Batch mode active learning and its application to medical image classification
    • Hoi, Steven C. H., Jin, Rong, Zhu, Jianke, and Lyu, Michael R. Batch mode active learning and its application to medical image classification. In ICML, 2006b.
    • (2006) ICML
    • Hoi, S.C.H.1    Jin, R.2    Zhu, J.3    Lyu, M.R.4
  • 9
    • 0035975886 scopus 로고    scopus 로고
    • An approximation guarantee of the greedy descent algorithm for minimizing a supermodular set function
    • Il'ev, Victor P. An approximation guarantee of the greedy descent algorithm for minimizing a supermodular set function. Discrete Applied Mathematics, 2001.
    • (2001) Discrete Applied Mathematics
    • Il'ev, V.P.1
  • 10
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placements in gaussian processes: Theory, efficient algorithms and empirical studies
    • Krause, A., Singh, A., and Guestrin, C. Near-optimal sensor placements in gaussian processes: Theory, efficient algorithms and empirical studies. The Journal of Machine Learning Research, 9:235-284, 2008.
    • (2008) The Journal of Machine Learning Research , vol.9 , pp. 235-284
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 12
    • 68949137209 scopus 로고    scopus 로고
    • Active learning literature survey
    • University of Wisconsin-Madison
    • Settles, Burr. Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin-Madison, 2009.
    • (2009) Computer Sciences Technical Report 1648
    • Settles, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.