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Volumn , Issue , 2012, Pages

Markov Chain Monte Carlo inference for probabilistic latent tensor factorization

Author keywords

Markov Chain Monte Carlo (MCMC); Probabilistic Latent Tensor Factorization (PLTF); Space Alternating Data Augmentation (SADA)

Indexed keywords

ABSTRACT ALGORITHM; DATA AUGMENTATION; GIBBS SAMPLERS; MARKOV CHAIN MONTE CARLO; MARKOV CHAIN MONTE CARLO PROCEDURES; PROBABILISTIC FRAMEWORK; SYNTHETIC AND REAL DATA; TENSOR FACTORIZATION;

EID: 84870710793     PISSN: 21610363     EISSN: 21610371     Source Type: Conference Proceeding    
DOI: 10.1109/MLSP.2012.6349799     Document Type: Conference Paper
Times cited : (6)

References (12)
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  • 2
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    • Smaragdis, P.1    Brown, J.C.2
  • 5
    • 83455252244 scopus 로고    scopus 로고
    • Algorithms for probabilistic latent tensor factorisation with beta divergence
    • Y. K. Yilmaz and A. T. Cemgil, "Algorithms for probabilistic latent tensor factorisation with beta divergence," Signal Processing, 2011
    • (2011) Signal Processing
    • Yilmaz, Y.K.1    Cemgil, A.T.2
  • 6
    • 80052251207 scopus 로고    scopus 로고
    • Efficient markov chain monte carlo inference in composite models with space alternating data augmentation
    • C. Fevotte, O. Cappe, and A. T. Cemgil, "Efficient markov chain monte carlo inference in composite models with space alternating data augmentation," in SSP, 2011
    • (2011) SSP
    • Fevotte, C.1    Cappe, O.2    Cemgil, A.T.3
  • 8
    • 33646801656 scopus 로고    scopus 로고
    • Space alternating data augmentation: Application to finite mixtures of gaussians and speaker recognition
    • A. Doucet, S. Senecal, , and T. Matsui, "Space alternating data augmentation: Application to finite mixtures of gaussians and speaker recognition," in ICASSP, 2005
    • (2005) ICASSP
    • Doucet, A.1    Senecal, S.2    Matsui, T.3
  • 9
    • 0041974049 scopus 로고
    • Marginal Likelihood From the Gibbs Output
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    • Chib, S.1
  • 11
    • 85162323716 scopus 로고    scopus 로고
    • Generalised coupled tensor factorisation
    • Y. K. Yilmaz, A. T. Cemgil, and U. Simsekli, "Generalised coupled tensor factorisation," in NIPS, 2011
    • (2011) NIPS
    • Yilmaz, Y.K.1    Cemgil, A.T.2    Simsekli, U.3
  • 12
    • 84870656969 scopus 로고    scopus 로고
    • Score guided musical source separation using generalized coupled tensor factorization
    • U. Simsekli and A. T. Cemgil, "Score guided musical source separation using generalized coupled tensor factorization," in EUSIPCO, 2012.
    • (2012) EUSIPCO
    • Simsekli, U.1    Cemgil, A.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.