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Volumn 2, Issue , 2015, Pages 862-870

DP-space: Bayesian nonparametric subspace clustering with small-variance asymptotics

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; ASYMPTOTIC ANALYSIS; INFERENCE ENGINES; LEARNING SYSTEMS;

EID: 84969822819     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (24)
  • 4
    • 84897487098 scopus 로고    scopus 로고
    • Mad-bayes: Map-based asymptotic derivations from bayes
    • Broderick, Tamara, Kulis, Brian, and Jordan, Michael. Mad-bayes: Map-based asymptotic derivations from bayes. In ICML, 2013.
    • (2013) ICML
    • Broderick, T.1    Kulis, B.2    Jordan, M.3
  • 5
    • 78649303140 scopus 로고    scopus 로고
    • Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds
    • Chen, Minhua, Silva, Jorge, Paisley, John, Wang, Chun-ping, Dunson, David, and Carin, Lawrence. Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds. IEEE Transactions on Signal Processing, 58(12):6140-6155,2010.
    • (2010) IEEE Transactions on Signal Processing , vol.58 , Issue.12 , pp. 6140-6155
    • Chen, M.1    Silva, J.2    Paisley, J.3    Wang, C.-P.4    Dunson, D.5    Carin, L.6
  • 7
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
    • Fischler, Martin and Bolles, Robert. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Communications of the ACM, 24(6):381-395, 1981.
    • (1981) Communications of the ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.1    Bolles, R.2
  • 8
    • 0042440805 scopus 로고    scopus 로고
    • Clustering appearances of objects under varying illumination conditions
    • Ho, Jeffrey, Yang, Ming-Hsuan, Lim, Jongwoo, Lee, Kuang-Chih, and Kriegman, David. Clustering appearances of objects under varying illumination conditions. In CVPR, 2003.
    • (2003) CVPR
    • Ho, J.1    Yang, M.-H.2    Lim, J.3    Lee, K.-C.4    Kriegman, D.5
  • 9
    • 84877738324 scopus 로고    scopus 로고
    • Small-variance asymptotics for exponential family dirichlet process mixture models
    • Jiang, Ke, Kulis, Brian, and Jordan, Michael. Small-variance asymptotics for exponential family dirichlet process mixture models. In NIPS, 2012.
    • (2012) NIPS
    • Jiang, K.1    Kulis, B.2    Jordan, M.3
  • 10
    • 84867132578 scopus 로고    scopus 로고
    • Revisiting k-means: New algorithms via Bayesian nonparametrics
    • Kulis, Brian and Jordan, Michael. Revisiting k-means: New algorithms via Bayesian nonparametrics. In ICML, 2012.
    • (2012) ICML
    • Kulis, B.1    Jordan, M.2
  • 13
    • 0043164386 scopus 로고    scopus 로고
    • Automatic choice of dimensionality for pea
    • Minka, Thomas. Automatic choice of dimensionality for pea. In NIPS, 2000.
    • (2000) NIPS
    • Minka, T.1
  • 14
    • 21844504293 scopus 로고
    • Exchangeable and partially exchangeable random partitions
    • Pitman, J. Exchangeable and partially exchangeable random partitions. Probability Theory and Related Fields, 102(2): 145-158, 1995.
    • (1995) Probability Theory and Related Fields , vol.102 , Issue.2 , pp. 145-158
    • Pitman, J.1
  • 15
    • 84898968156 scopus 로고    scopus 로고
    • Small-variance asymptotics for hidden markov models
    • Roychowdhury, Anirban, Jiang, Ke, and Kulis, Brian. Small-variance asymptotics for hidden markov models. In NIPS, 2013.
    • (2013) NIPS
    • Roychowdhury, A.1    Jiang, K.2    Kulis, B.3
  • 16
    • 0033556788 scopus 로고    scopus 로고
    • Mixtures of probabilistic principle component analyzers
    • Tipping, Michael and Bishop, Christopher. Mixtures of probabilistic principle component analyzers. Neural Computation, 11(2):443-482, 1999.
    • (1999) Neural Computation , vol.11 , Issue.2 , pp. 443-482
    • Tipping, M.1    Bishop, C.2
  • 17
    • 34948881815 scopus 로고    scopus 로고
    • A benchmark for the comparison of 3-d motion segmentation algorithms
    • Tron, Roberto and Vidal, Rene. A benchmark for the comparison of 3-d motion segmentation algorithms. In CVPR, 2007.
    • (2007) CVPR
    • Tron, R.1    Vidal, R.2
  • 18
    • 49549112481 scopus 로고    scopus 로고
    • Partially collapsed gibbs samplers: Theory and methods
    • van Dyk, David and Park, Taeyoung. Partially collapsed gibbs samplers: Theory and methods. Journal of the American Statistical Association, 103(482):790-796, 2008.
    • (2008) Journal of the American Statistical Association , vol.103 , Issue.482 , pp. 790-796
    • Van Dyk, D.1    Park, T.2
  • 19
    • 85032760331 scopus 로고    scopus 로고
    • A tutorial on subspace clustering
    • Vidal, Rene. A tutorial on subspace clustering. IEEE Signal Processing Magazine, 28(2):52-68, 2010.
    • (2010) IEEE Signal Processing Magazine , vol.28 , Issue.2 , pp. 52-68
    • Vidal, R.1
  • 21
    • 42549164992 scopus 로고    scopus 로고
    • Multiframe motion segmentation with missing data using power factorization and gpca
    • Vidal, Rene, Tron, Roberto, and Hartley, Richard. Multiframe motion segmentation with missing data using power factorization and gpca. International Journal of Computer Vision, 79(1):85-105, 2008.
    • (2008) International Journal of Computer Vision , vol.79 , Issue.1 , pp. 85-105
    • Vidal, R.1    Tron, R.2    Hartley, R.3
  • 22
    • 84968783986 scopus 로고    scopus 로고
    • Small variance asymptotics for dirichlet process mixtures of svms
    • Wang, Yining and Zhu, Jun. Small variance asymptotics for dirichlet process mixtures of svms. In AAAI, 2014.
    • (2014) AAAI
    • Wang, Y.1    Zhu, J.2
  • 24
    • 84965171472 scopus 로고    scopus 로고
    • Bayesian inference on principle component analysis using reversible jump markov chain monte carlo
    • Zhang, Zhihua, Chan, Kap-Luk, Kwok, James, and Yeung, Dit-Yan. Bayesian inference on principle component analysis using reversible jump markov chain monte carlo. In AAAI, 2004.
    • (2004) AAAI
    • Zhang, Z.1    Chan, K.-L.2    Kwok, J.3    Yeung, D.-Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.