메뉴 건너뛰기




Volumn , Issue , 2008, Pages

Efficient principled learning of thin junction trees

Author keywords

[No Author keywords available]

Indexed keywords

INFERENCE ENGINES; POLYNOMIAL APPROXIMATION; TREES (MATHEMATICS);

EID: 85161968853     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (36)

References (17)
  • 1
    • 33747670266 scopus 로고    scopus 로고
    • Learning factor graphs in polynomial time and sample complexity
    • P. Abbeel, D. Koller, and A. Y. Ng. Learning factor graphs in polynomial time and sample complexity. JMLR, 7, 2006.
    • (2006) JMLR , vol.7
    • Abbeel, P.1    Koller, D.2    Ng, A.Y.3
  • 4
    • 0002460150 scopus 로고
    • The ALARM monitoring system: A case study with two probablistic inference techniques for belief networks
    • I. Beinlich, J. Suermondt, M. Chavez, and G. Cooper. The ALARM monitoring system: A case study with two probablistic inference techniques for belief networks. In Euro. Conf. on AI in Medicine, 1988.
    • (1988) Euro. Conf. on AI in Medicine
    • Beinlich, I.1    Suermondt, J.2    Chavez, M.3    Cooper, G.4
  • 5
    • 33750733430 scopus 로고    scopus 로고
    • On Bayesian network approximation by edge deletion
    • A. Choi, H. Chan, and A. Darwiche. On Bayesian network approximation by edge deletion. In UAI, 2005.
    • (2005) UAI
    • Choi, A.1    Chan, H.2    Darwiche, A.3
  • 6
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • C. Chow and C. Liu. Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Theory, 14(3):462-467, 1968.
    • (1968) IEEE Transactions on Information Theory , vol.14 , Issue.3 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 9
    • 33747644284 scopus 로고
    • Learning and robust learning of product distributions
    • K. U. Höffgen. Learning and robust learning of product distributions. In COLT, 1993.
    • (1993) COLT
    • Höffgen, K.U.1
  • 10
    • 85162056440 scopus 로고    scopus 로고
    • Learning Markov networks: Maximum bounded tree-width graphs
    • D. Karger and N. Srebro. Learning Markov networks: Maximum bounded tree-width graphs. SODA-01.
    • SODA-01
    • Karger, D.1    Srebro, N.2
  • 11
    • 85162074582 scopus 로고    scopus 로고
    • Near-optimal nonmyopic value of information in graphical models
    • A. Krause and C. Guestrin. Near-optimal nonmyopic value of information in graphical models. UAI-05.
    • UAI-05
    • Krause, A.1    Guestrin, C.2
  • 13
    • 60649090124 scopus 로고    scopus 로고
    • PAC-learning bounded tree-width graphical models
    • M. Narasimhan and J. Bilmes. PAC-learning bounded tree-width graphical models. In UAI, 2004.
    • (2004) UAI
    • Narasimhan, M.1    Bilmes, J.2
  • 14
    • 0002836025 scopus 로고    scopus 로고
    • Minimizing symmetric submodular functions
    • PII S0025561097000944
    • M. Queyranne. Minimizing symmetric submodular functions. Math. Programming, 82(1):3-12, 1998. (Pubitemid 128401579)
    • (1998) Mathematical Programming, Series B , vol.82 , Issue.1-2 , pp. 3-12
    • Queyranne, M.1
  • 15
  • 17
    • 36348929435 scopus 로고    scopus 로고
    • Ordering-based search: A simple and effective algorithm for learning Bayesian networks
    • M. Teyssier and D. Koller. Ordering-based search: A simple and effective algorithm for learning Bayesian networks. In UAI, 2005.
    • (2005) UAI
    • Teyssier, M.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.