메뉴 건너뛰기




Volumn 5828 LNAI, Issue , 2009, Pages 51-64

Estimating likelihoods for topic models

Author keywords

[No Author keywords available]

Indexed keywords

MODEL COMPARISON; PRINCIPLE COMPONENT ANALYSIS; RECOMMENDER SYSTEMS; TOPIC MODEL; WORD LEVEL;

EID: 70549102400     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-05224-8_6     Document Type: Conference Paper
Times cited : (38)

References (19)
  • 1
    • 1542287452 scopus 로고    scopus 로고
    • Investigating the relationship between language model perplexity and IR precision-recall measures
    • Azzopardi, L., Girolami, M., van Risjbergen, K.: Investigating the relationship between language model perplexity and IR precision-recall measures. In: SIGIR 2003, pp. 369-370 (2003)
    • (2003) SIGIR 2003 , pp. 369-370
    • Azzopardi, L.1    Girolami, M.2    van Risjbergen, K.3
  • 2
    • 8644225400 scopus 로고    scopus 로고
    • Hierarchical topic models and the nested Chinese restaurant process
    • Thrun, S, Saul, L, Schölkopf, B, eds, MIT Press, Cambridge
    • Blei, D., Griffiths, T.L., Jordan, M.I., Tenenbaum, J.B.: Hierarchical topic models and the nested Chinese restaurant process. In: Thrun, S., Saul, L., Schölkopf, B. (eds.) Advances in Neural Information Processing Systems 16. MIT Press, Cambridge (2004)
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Blei, D.1    Griffiths, T.L.2    Jordan, M.I.3    Tenenbaum, J.B.4
  • 3
    • 70549097448 scopus 로고    scopus 로고
    • Buntine, W., Jakulin, A.: Applying discrete PCA in data analysis. In: UAI-2004, Banff, Canada (2004)
    • Buntine, W., Jakulin, A.: Applying discrete PCA in data analysis. In: UAI-2004, Banff, Canada (2004)
  • 4
    • 33745846804 scopus 로고    scopus 로고
    • Buntine, W.L., Jakulin, A.: Discrete components analysis. In: Saunders, C., Grobelnik, M., Gunn, S., Shawe-Taylor, J. (eds.) SLSFS 2005. LNCS, 3940, pp. 1-33. Springer, Heidelberg (2006)
    • Buntine, W.L., Jakulin, A.: Discrete components analysis. In: Saunders, C., Grobelnik, M., Gunn, S., Shawe-Taylor, J. (eds.) SLSFS 2005. LNCS, vol. 3940, pp. 1-33. Springer, Heidelberg (2006)
  • 5
    • 0141607824 scopus 로고    scopus 로고
    • Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. Journal of Machine Learning Research 3, 993-1022 (2003)
    • Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. Journal of Machine Learning Research 3, 993-1022 (2003)
  • 6
    • 8644267631 scopus 로고    scopus 로고
    • Canny, J.: GaP: a factor model for discrete data. In: SIGIR 2004, pp. 122-129 (2004)
    • Canny, J.: GaP: a factor model for discrete data. In: SIGIR 2004, pp. 122-129 (2004)
  • 8
    • 0001330172 scopus 로고    scopus 로고
    • Propagation algorithms for variational Bayesian learning
    • Ghahramani, Z., Beal, M.J.: Propagation algorithms for variational Bayesian learning. In: NIPS, pp. 507-513 (2000)
    • (2000) NIPS , pp. 507-513
    • Ghahramani, Z.1    Beal, M.J.2
  • 12
    • 33749249041 scopus 로고    scopus 로고
    • Pachinko allocation: DAG-structured mixture models of topic correlations
    • ACM, New York
    • Li, W., McCallum, A.: Pachinko allocation: DAG-structured mixture models of topic correlations. In: ICML 2006: Proc. of the 23rd Int. Conf. on Machine learning, pp. 577-584. ACM, New York (2006)
    • (2006) ICML 2006: Proc. of the 23rd Int. Conf. on Machine learning , pp. 577-584
    • Li, W.1    McCallum, A.2
  • 13
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Lee, D., Seung, H.: Learning the parts of objects by non-negative matrix factorization. Nature 401, 788-791 (1999)
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.1    Seung, H.2
  • 16
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • Pritchard, J.K., Stephens, M., Donnelly, P.J.: Inference of population structure using multilocus genotype data. Genetics 155, 945-959 (2000)
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.K.1    Stephens, M.2    Donnelly, P.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.