Fast Variational Inference in the Conjugate Exponential Family
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[1] Juha Karhunen,et al. A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians , 2009, 2009 International Joint Conference on Neural Networks.
[2] Chong Wang,et al. Stochastic variational inference , 2012, J. Mach. Learn. Res..
[3] Antti Honkela,et al. Identifying differentially expressed transcripts from RNA-seq data with biological variation , 2011, Bioinform..
[4] Nan Deng,et al. Transcriptome and targetome analysis in MIR155 expressing cells using RNA-seq. , 2010, RNA.
[5] Juha Karhunen,et al. Approximate Riemannian Conjugate Gradient Learning for Fixed-Form Variational Bayes , 2010, J. Mach. Learn. Res..
[6] Radford M. Neal. Pattern Recognition and Machine Learning , 2007, Technometrics.
[7] Yee Whye Teh,et al. Collapsed Variational Dirichlet Process Mixture Models , 2007, IJCAI.
[8] Shun-ichi Amari,et al. Methods of information geometry , 2000 .
[9] Masa-aki Sato,et al. Online Model Selection Based on the Variational Bayes , 2001, Neural Computation.
[10] Yee Whye Teh,et al. On Smoothing and Inference for Topic Models , 2009, UAI.
[11] Miguel Lázaro-Gredilla,et al. Variational Heteroscedastic Gaussian Process Regression , 2011, ICML.
[12] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[13] Michalis K. Titsias,et al. Variational Learning of Inducing Variables in Sparse Gaussian Processes , 2009, AISTATS.
[14] Zoubin Ghahramani,et al. Propagation Algorithms for Variational Bayesian Learning , 2000, NIPS.
[15] Christopher M. Bishop,et al. Pattern Recognition and Machine Learning (Information Science and Statistics) , 2006 .
[16] Zoubin Ghahramani,et al. Latent-Space Variational Bayes , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[17] Neil D. Lawrence,et al. Fast Variational Inference for Gaussian Process Models Through KL-Correction , 2006, ECML.
[18] Neil D. Lawrence,et al. Overlapping Mixtures of Gaussian Processes for the Data Association Problem , 2011, Pattern Recognit..
[19] Yee Whye Teh,et al. A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation , 2006, NIPS.