메뉴 건너뛰기




Volumn 12, Issue 9, 1999, Pages 1253-1258

On the identifiability of mixtures-of-experts

Author keywords

Generalized linear models; Indentifiability; Invariant transformations; Mixtures of experts

Indexed keywords

COMPUTER ARCHITECTURE; EXPERT SYSTEMS; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; PROBABILITY DENSITY FUNCTION;

EID: 0032863989     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(99)00066-0     Document Type: Article
Times cited : (73)

References (15)
  • 1
    • 0001119510 scopus 로고
    • Mixtures of controllers for jump linear and non-linear plants
    • G. Tesauro, D.S. Touretzky, Leen T.K. San Mateo, CA: Kaufmann
    • Cacciatore T.W., Nowlan S.J. Mixtures of controllers for jump linear and non-linear plants. Tesauro G., Touretzky D.S., Leen T.K. Advances in neural information processing systems. 6:1994;Kaufmann, San Mateo, CA.
    • (1994) Advances in Neural Information Processing Systems , vol.6
    • Cacciatore, T.W.1    Nowlan, S.J.2
  • 2
    • 0003744820 scopus 로고    scopus 로고
    • Technical Report CRG-TR-96-1, Department of Computer Science, University of Toronto, Toronto, Ontario
    • Ghahramani, Z. & Hinton, G.E. (1996). The EM algorithm for mixtures of factor analyzers. Technical Report CRG-TR-96-1, Department of Computer Science, University of Toronto, Toronto, Ontario.
    • (1996) The EM Algorithm for Mixtures of Factor Analyzers
    • Ghahramani, Z.1    Hinton, G.E.2
  • 3
    • 0001837853 scopus 로고    scopus 로고
    • Improving the mean field approximation via the use of mixture distributions
    • M.I. Jordan. Dordrecht: Kluwer Academic
    • Jaakkola T.S., Jordan M.I. Improving the mean field approximation via the use of mixture distributions. Jordan M.I. Learning in graphical models. 1998;Kluwer Academic, Dordrecht.
    • (1998) Learning in Graphical Models
    • Jaakkola, T.S.1    Jordan, M.I.2
  • 5
    • 0033161418 scopus 로고    scopus 로고
    • On the approximation rate of hierarchical mixtures-of-experts for generalized linear models
    • in press
    • Jiang W., Tanner M.A. On the approximation rate of hierarchical mixtures-of-experts for generalized linear models. Neural Computation. 11:1999;1183-1198. in press.
    • (1999) Neural Computation , vol.11 , pp. 1183-1198
    • Jiang, W.1    Tanner, M.A.2
  • 6
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the EM algorithm
    • Jordan M.I., Jacobs R.A. Hierarchical mixtures of experts and the EM algorithm. Neural Computing. 6:1994;181-214.
    • (1994) Neural Computing , vol.6 , pp. 181-214
    • Jordan, M.I.1    Jacobs, R.A.2
  • 7
    • 0029617280 scopus 로고
    • Convergence results for the EM approach to mixtures-of-experts architectures
    • Jordan M.I., Xu L. Convergence results for the EM approach to mixtures-of-experts architectures. Neural Networks. 8:1995;1409-1431.
    • (1995) Neural Networks , vol.8 , pp. 1409-1431
    • Jordan, M.I.1    Xu, L.2
  • 8
    • 0009204610 scopus 로고
    • A.I. Memo No. 1567, Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA.
    • Meila, M. & Jordan, M.I. (1995). Learning fine motion by Markov mixtures of experts. A.I. Memo No. 1567, Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA.
    • (1995) Learning Fine Motion by Markov Mixtures of Experts
    • Meila, M.1    Jordan, M.I.2
  • 9
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner R.A., Walker H.F. Mixture densities, maximum likelihood and the EM algorithm. SIAM Review. 26:1984;195-202.
    • (1984) SIAM Review , vol.26 , pp. 195-202
    • Redner, R.A.1    Walker, H.F.2
  • 10
    • 0026897370 scopus 로고
    • Uniqueness of the weights for minimal feedforward nets with a given input-output map
    • Sussmann H.J. Uniqueness of the weights for minimal feedforward nets with a given input-output map. Neural Networks. 5:1992;589-593.
    • (1992) Neural Networks , vol.5 , pp. 589-593
    • Sussmann, H.J.1
  • 12
  • 13
    • 0004191977 scopus 로고    scopus 로고
    • Technical Report NCRG-97-003, Department of Computer Science and Applied Mathematics, Aston University, Birmingham, UK
    • Tipping, M.E. & Bishop, C.M. (1997). Mixtures of probabilistic principal component analysers. Technical Report NCRG-97-003, Department of Computer Science and Applied Mathematics, Aston University, Birmingham, UK.
    • (1997) Mixtures of Probabilistic Principal Component Analysers
    • Tipping, M.E.1    Bishop, C.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.