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Volumn 227, Issue , 2007, Pages 689-696

Multi-task learning for sequential data via iHMMs and the nested Dirichlet process

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; CLUSTERING ALGORITHMS; HIERARCHICAL SYSTEMS; LEARNING SYSTEMS; MODEL STRUCTURES; MULTITASKING;

EID: 34547982010     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273583     Document Type: Conference Paper
Times cited : (14)

References (21)
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    • 3543081155 scopus 로고    scopus 로고
    • Doctoral dissertation, Gatsby Computational Neuroscience Unit, University College London
    • Beal, M. J. (2003). Variational algorithms for approximate Bayesian inference. Doctoral dissertation, Gatsby Computational Neuroscience Unit, University College London.
    • (2003) Variational algorithms for approximate Bayesian inference
    • Beal, M.J.1
  • 5
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, R. (1997). Multitask learning. Machine Learning, 28, 41-75.
    • (1997) Machine Learning , vol.28 , pp. 41-75
    • Caruana, R.1
  • 7
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Annals of Statistics, 1, 209-230.
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 8
    • 0004012196 scopus 로고
    • Gelman, A, Carlin, J. B, Stern, H. S, & Rubim, D. B, Eds, Chapman and Hall
    • Gelman, A., Carlin, J. B., Stern, H. S., & Rubim, D. B. (Eds.). (1995). Bayesian data analysis. Chapman and Hall.
    • (1995) Bayesian data analysis
  • 10
  • 12
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77, 257-286.
    • (1989) Proceedings of the IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1
  • 13
    • 0000759236 scopus 로고
    • How many iterations in the Gibbs sampler?
    • Raftery, A. E., & Lewis, S. M. (1992). How many iterations in the Gibbs sampler? Bayesian Statistics, 4, 763-773.
    • (1992) Bayesian Statistics , vol.4 , pp. 763-773
    • Raftery, A.E.1    Lewis, S.M.2
  • 17
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Sethuraman, J. (1994). A constructive definition of Dirichlet priors. Statistica Sinica, 4, 639-650.
    • (1994) Statistica Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.