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Tag dirichlet [42 articles]

Recent papers classified by the tag dirichlet.
  • Hierarchical Dirichlet Processes
    Journal of the American Statistical Association, Vol. 101, No. 476. (December 2006), pp. 1566-1581.
    by Yee W Teh, Michael I Jordan, Matthew J Beal, David M Blei
  • Generalized Dirichlet distribution in Bayesian analysis
    Applied Mathematics and Computation, Vol. 97, No. 2-3. (15 December 1998), pp. 165-181.
    by Tzu-Tsung Wong
    posted to generalized distribution dirichlet by vlachmore on 2008-08-14 15:12:37 as **
  • A permutation-augmented sampler for DP mixture models
    (2007), pp. 545-552.
    by Percy Liang, Michael I Jordan, Ben Taskar
  • Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems
    The Annals of Statistics, Vol. 2, No. 6. (1974), pp. 1152-1174.
    by Charles E Antoniak
    posted to dirichlet process by vlachmore on 2007-10-04 15:44:50 as ** along with 2 people abrentnall bayes
  • Latent Dirichlet Allocation
    Journal of Machine Learning Research, Vol. 3 (January 2003), pp. 993-1022.
    by David M Blei, Andrew Y Ng, Michael I Jordan
  • Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions
    Knowledge and Data Engineering, IEEE Transactions on, Vol. 20, No. 4. (2008), pp. 462-474.
    by Nizar Bouguila
    posted to multinomial dirichlet clustering by vlachmore on 2008-07-30 12:05:01 as ** along with 1 person briordan
  • Bayesian hierarchical clustering
    (2005), pp. 297-304.
    by Katherine A Heller, Zoubin Ghahramani
  • Markov Chain Sampling Methods for Dirichlet Process Mixture Models
    Journal of Computational and Graphical Statistics, Vol. 9, No. 2. (2000), pp. 249-265.
    by Radford M Neal
  • Modeling individual differences using Dirichlet processes
    Journal of Mathematical Psychology, Vol. 50, No. 2. (April 2006), pp. 101-122.
    by Daniel J Navarro, Thomas L Griffiths, Mark Steyvers, Michael D Lee
  • A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior
    J. Mach. Learn. Res., Vol. 6 (2005), pp. 1551-1577.
    by Hal Daume, Daniel Marcu
    posted to supervised process prior non-parametric dirichlet clustering bayesian by vlachmore on 2008-06-09 11:50:21 as **
  • Bayesian density estimation and inference using mixtures
    Journal of the American Statistical Association, Vol. 90 (1995), pp. 577-588.
    by Michael D Escobar, Mike West
    posted to process mixture inference dirichlet by vlachmore on 2008-08-01 14:11:19 as **
  • High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models
    Information Processing in Medical Imaging (2007), pp. 482-494.
    by Bertrand Thirion, Alan Tucholka, Merlin Keller, Philippe Pinel, Alexis Roche, Jean-François Mangin, Jean-Baptiste Poline
    posted to fmri dirichlet by unevenxc on 2008-06-27 22:21:11 as **
  • A Hierarchical Dirichlet Language Model
    Natural Language Engineering, Vol. 1, No. 3. (1994), pp. 1-19.
    by DJC Mackay, L Peto
  • Latent dirichlet allocation
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 993-1022.
    by David M Blei, Andrew Y Ng, Michael I Jordan
  • Variational Extensions to EM and Multinomial PCA
    (2002), pp. 23-34.
    by Wray L Buntine
  • Modeling word burstiness using the Dirichlet distribution
    (2005), pp. 545-552.
    by Rasmus E Madsen, David Kauchak, Charles Elkan
    posted to text-classification dirichlet by sdvillal on 2008-06-11 16:03:24 as **
  • Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution
    (2006), pp. 289-296.
    by Charles Elkan
    posted to text-classification dirichlet by sdvillal on 2008-06-11 16:02:18 as **
  • Hierarchical dirichlet processes
    (2003)
    by Y Teh, M Jordan, M Beal, D Blei
  • The Matrix Stick-Breaking Process: Flexible Bayes Meta-Analysis
    pp. 317-327.
    by David B Dunson
    posted to dirichlet by rpadams on 2008-05-05 14:26:57 as ** along with 2 people abrentnall mshafiei
  • Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications
    Pattern Recogn. Lett., Vol. 26, No. 12. (September 2005), pp. 1916-1925.
    by Nizar Bouguila, Djemel Ziou
    posted to dirichlet mixture unsupervised by mshafiei on 2008-03-17 15:18:26 as **
  • Semi- and Non-Parametric Bayesian Analysis of Duration Models with Dirichlet Priors: A Survey
    International Statistical Review / Revue Internationale de Statistique, Vol. 67, No. 2. (1999), pp. 187-210.
    by JP Florens, M Mouchart, JM Rolin
    posted to bayesian dirichlet duration-models nonparametric by mshafiei on 2008-02-27 15:18:38 as **
  • Concepts of Independence for Proportions with a Generalization of the Dirichlet Distribution
    Journal of the American Statistical Association, Vol. 64, No. 325. (1969), pp. 194-206.
    by Robert J Connor, James E Mosimann
    posted to dirichlet distribution independence proportions statistics by mshafiei on 2008-03-10 13:56:27 as **
  • Applying discrete PCA in data analysis
    (2004), pp. 59-66.
    by Wray Buntine, Aleks Jakulin
  • CONCEPTS, THEORY, AND TECHNIQUES
    Decision Sciences, Vol. 6, No. 1. (1975), pp. 1-13.
    by Bruce D Fielitz, Buddy L Myers
    posted to dirichlet by matjes on 2008-07-29 09:42:37 as **
  • Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application
    Image Processing, IEEE Transactions on, Vol. 13, No. 11. (2004), pp. 1533-1543.
    posted to mixture_model em dirichlet by matjes on 2008-07-29 09:31:38 as **
  • Hyperparameter estimation in Dirichlet process mixture models
    by By Mike
    posted to dirichlet gibbs by ldietz on 2008-02-05 11:04:53 as **
  • Dirichlet enhanced relational learning
    (2005), pp. 1004-1011.
    by Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel
    posted to dirichlet relationalmodels by ldietz on 2006-08-07 10:49:52 as **
  • Nonparametric empirical Bayes for the Dirichlet process mixture model
    Statistics and Computing, Vol. 16, No. 1. (March 2006), pp. 5-14.
    by Jon Mcauliffe, David Blei, Michael Jordan
    posted to dirichlet by ldietz on 2006-08-07 12:17:05 as ** along with 3 people abrentnall cbosuna jsr
  • Solvability of the Dirichlet Problem with Boundary Functions from Weight Spaces
    Mathematical Notes, Vol. 76, No. 5-6., 599.
  • A Bayesian Analysis of Some Nonparametric Problems
    The Annals of Statistics, Vol. 1, No. 2. (1973), pp. 209-230.
    by Thomas S Ferguson
  • Finding scientific topics.
    Proc Natl Acad Sci U S A, Vol. 101 Suppl 1 (6 April 2004), pp. 5228-5235.
  • A Bayesian approach to unsupervised one-shot learning of object categories
    Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on (2003), pp. 1134-1141 vol.2.
    by Li Fei-Fei, R Fergus, P Perona
    posted to bayesian dirichlet statsnlp vb vbem by bhaddow on 2007-07-21 14:57:37 as read along with 1 person mzwinderman
  • Latent Dirichlet allocation
    (2002)
    by D Blei, A Ng, M Jordan
  • A Dirichlet Process Elaboration Diagnostic for Binomial Goodness of Fit
    by Cinzia Carota
  • A Dirichlet process mixture model for brain MRI tissue classification
    Medical Image Analysis, Vol. 11, No. 2. (April 2007), pp. 169-182.
  • Controlling the reinforcement in Bayesian non-parametric mixture models
    Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 69, No. 4. (September 2007), pp. 715-740.
    posted to classification clustering dirichlet dirichlet_process partitions by bayes on 2008-01-08 21:49:25 as **
  • A study of smoothing methods for language models applied to Ad Hoc information retrieval
    (2001), pp. 334-342.
    by Chengxiang Zhai, John Lafferty
  • Nonlinear Models Using Dirichlet Process Mixtures
    (10 Mar 2007)
    by Babak Shahbaba, Radford M Neal
    posted to dirichlet by atsu-kan on 2007-04-30 06:01:32 as **
  • Random Walks and Electric Networks
    (11 Jan 2000)
    by Peter G Doyle, Laurie J Snell
  • Model-Based Hierarchical Clustering
    pp. 599-608.
    by Shivakumar Vaithyanathan, Byron Dom
    posted to bayesian_network clustering dirichlet by anon_pl on 2006-08-31 20:45:15 as read
  • Statistical entity-topic models
    (2006), pp. 680-686.
    by David Newman, Chaitanya Chemudugunta, Padhraic Smyth
  • The History of the Dirichlet and Liouville Distributions
    International Statistical Review, Vol. 69, No. 3. (2001), pp. 433-446.
    by Rameshwar D Gupta, Donald
    posted to dirichlet distribution statistics by abrentnall on 2008-04-18 09:38:53 as read
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