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mshafiei's library [191 articles]

Recent papers added to mshafiei's library ordered by importance.
  • Discovering groups of people in Google news
    (2006), pp. 55-64.
    by Dhiraj Joshi, Daniel Gatica-Perez
    posted to sna social-network-analysis topic-modeling by mshafiei on 2008-03-03 23:09:50 as *****
  • 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
    posted to bayesian dirichlet mcmc nonparametric by mshafiei on 2007-11-28 18:07:01 as **** along with 2 people ldietz vlachmore
  • A Nonparametric Bayesian Approach to Modeling Overlapping Clusters
    (2007)
    by KA Heller, Z Ghahramani
    posted to bayesian clustering non-parametric by mshafiei on 2007-11-26 03:18:29 as **** along with 2 people vlachmore jsr
  • Collapsed Variational Inference for HDP
    by Yee W Teh, Kenichi Kurihara, Max Welling
    posted to dirichlet hierarchical inference variational by mshafiei on 2007-11-21 16:50:21 as **** along with 1 person vlachmore
  • Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes
    (2004)
    by YW Teh, MI Jordan, MJ Beal, DM Blei
    posted to bayesian clustering dirichlet non-parametric by mshafiei on 2007-11-21 16:47:17 as **** along with 1 person vlachmore
  • Discrete Component Analysis
    by Wray Buntine, Aleks Jakulin
    posted to lda model pca by mshafiei on 2007-11-21 16:11:47 as **** along with 1 person cbosuna
  • Building Blocks for Variational Bayesian Learning of Latent Variable Models
    Journal of Machine Learning Research, Vol. 8 (January 2007), pp. 155-201.
    by Tapani Raiko, Harri Valpola, Markus Harva, Juha Karhunen
    posted to bayesian learning variational by mshafiei on 2007-11-21 16:09:11 as **** along with 1 person caramanis
  • An Introduction to MCMC for Machine Learning
    Machine Learning, Vol. 50, No. 1. (1 January 2003), pp. 5-43.
    by Christophe Andrieu, Nando de Freitas, Arnaud Doucet, Michael I Jordan
    posted to mcmc by mshafiei on 2007-06-08 14:32:07 as *** along with 8 people and 1 group pdlug ldietz wasteland93 bhaddow dowlingj markusd kozaki robotact Skill-Inference
  • Recent Developments in Nonparametric Density Estimation
    Journal of the American Statistical Association, Vol. 86, No. 413. (1991), pp. 205-224.
    by Alan J Izenman
    posted to bayesian nonparametric by mshafiei on 2007-06-08 14:22:26 as *** along with 2 people yaroslavvb abellogin
  • A Bayesian Analysis of Some Nonparametric Problems
    The Annals of Statistics, Vol. 1, No. 2. (1973), pp. 209-230.
    by Thomas S Ferguson
    posted to bayesian nonparametric by mshafiei on 2007-06-08 14:19:19 as *** along with 5 people rpadams bayes ccr ichbins81 abellogin
  • On a class of skew distribution functions
    Biometrika, Vol. 42 (1955), pp. 425-440.
    by Herbert A Simon
    posted to no-tag by mshafiei on 2006-09-05 03:07:37 as *** along with 2 people shashikant mylit
  • Joint Group and Topic Discovery from Relations and Text
    Statistical Network Analysis: Models, Issues, and New Directions (2007), pp. 28-44.
    by Andrew Mccallum, Xuerui Wang, Natasha Mohanty
    posted to topic-modeling text network-analysis bayesian by mshafiei on 2008-05-14 19:33:26 as **
  • Bipartite graph partitioning and data clustering
    (2001), pp. 25-32.
    by Hongyuan Zha, Xiaofeng He, Chris Ding, Horst Simon, Ming Gu
    posted to spectral clustering by mshafiei on 2008-05-08 15:08:35 as ** along with 6 people and 2 groups sids fukken furykerry koles isudal maralena oktave-labs Community_SSTZ
  • GaP: a factor model for discrete data
    (2004), pp. 122-129.
    by John Canny
    posted to topic-modeling by mshafiei on 2008-04-29 15:28:21 as ** along with 1 person jeonghochang
  • Recommendation on Item Graphs
    (2006), pp. 1119-1123.
    by Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li
    posted to graphs recommendation by mshafiei on 2008-04-09 20:45:32 as **
  • Spectral clustering and transductive learning with multiple views
    (2007), pp. 1159-1166.
    by Dengyong Zhou, Christopher JC Burges
    posted to clustering graphs by mshafiei on 2008-04-09 20:38:23 as **
  • Numerical Recipes: The Art of Scientific Computing
    (01 August 2007)
    by William H Press, Saul A Teukolsky, William T Vetterling, Brian P Flannery
    posted to numerical_recipes by mshafiei on 2008-04-02 14:38:12 as ** along with 7 people and 1 group sobolevnrm 6rheology mmeteo chitah Zaphod seana OndrejMarsalek baker-group
  • Topic segmentation with shared topic detection and alignment of multiple documents
    (2007), pp. 199-206.
    by Bingjun Sun, Prasenjit Mitra, Lee C Giles, John Yen, Hongyuan Zha
    posted to topic-segmentation by mshafiei on 2008-03-31 16:45:10 as **
  • Clustering with Soft and Group Constraints
    Structural, Syntactic, and Statistical Pattern Recognition (2004), pp. 662-670.
    by Martin H Law, Alexander Topchy, Anil K Jain
    posted to clustering by mshafiei on 2008-03-26 14:07:55 as **
  • A Segment-based Approach To Clustering Multi-Topic Documents
    (2008)
    by Andrea Tagarelli, George Karypis
    posted to clustering segmentation topic_detection by mshafiei on 2008-03-25 15:04:23 as ** along with 1 person julianpan
  • A tale of two citations
    Nature, Vol. 451, No. 7177. (24 January 2008), pp. 397-399.
    by Mounir Errami, Harold Garner
    posted to citaton by mshafiei on 2008-03-24 22:37:56 as ** along with 4 people dchughes dullhunk jirlong shinylib
  • Modelling aging characteristics in citation networks
    Physica A: Statistical Mechanics and its Applications, Vol. 368, No. 2. (15 August 2006), pp. 575-582.
    by Kamalika B Hajra, Parongama Sen
    posted to citation-graph by mshafiei on 2008-03-24 22:33:23 as **
  • Aging in citation networks
    Physica A: Statistical Mechanics and its Applications, Vol. 346, No. 1-2. (1 February 2005), pp. 44-48.
    by Kamalika B Hajra, Parongama Sen
    posted to citation-graph by mshafiei on 2008-03-24 22:32:02 as **
  • The Matrix Stick-Breaking Process: Flexible Bayes Meta-Analysis
    pp. 317-327.
    by David B Dunson
    posted to bayesian clustering dependent-partition dirichlet-process hierarchical matrix mixture-model nonparametric prior by mshafiei on 2008-03-21 22:40:41 as ** along with 1 person rpadams
  • 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 **
  • Bayesian Mixed-Membership Models of Complex and Evolving Networks
    (2006)
    by EM Airoldi
    posted to network thesis by mshafiei on 2008-03-17 01:59:32 as **
  • A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior
    J. Mach. Learn. Res., Vol. 6 (2005), pp. 1551-1577.
    by Hal D Iii, Daniel Marcu
    posted to bayesian clustering conjugate crp mcmc non-conjugate nonparametric prior sampling supervised by mshafiei on 2008-03-12 01:40:25 as **
  • Mixed-membership models of scientific publications
    (2004)
    by E Erosheva, S Fienberg, J La
    posted to citation-graph relational topic-modeling by mshafiei on 2008-03-11 18:09:32 as **
  • Special Functions for Applied Scientists
    (07 March 2008)
    by AM Mathai, HJ Haubold
    posted to math special-functions by mshafiei on 2008-03-11 16:44:12 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 **
  • Statistical entity-topic models
    (2006), pp. 680-686.
    by David Newman, Chaitanya Chemudugunta, Padhraic Smyth
    posted to topic-modeling by mshafiei on 2008-03-07 20:25:37 as ** along with 4 people and 1 group ldietz anon_pl julianpan thijswesterveld Skill-Inference
  • Mixed-membership models of scientific publications.
    Proc Natl Acad Sci U S A, Vol. 101 Suppl 1 (6 April 2004), pp. 5220-5227.
    by E Erosheva, S Fienberg, J Lafferty
    posted to citation-graph topic-modeling by mshafiei on 2008-03-07 20:23:26 as ** along with 1 person and 1 group oannes Regulomics_UCHSC
  • Topic transition detection using hierarchical hidden Markov and semi-Markov models
    (2005), pp. 11-20.
    by Dinh Q Phung, TV Duong, S Venkatesh, Hung H Bui
    posted to hsmm topic-shift by mshafiei on 2008-03-07 19:37:42 as **
  • Estimating Hidden Semi-Markov Chains From Discrete Sequences
    pp. 604-639.
    by Y Guedon
    posted to hmm hsmm by mshafiei on 2008-03-07 18:39:15 as **
  • Fitting Hidden Semi-Markov Models to Breakpoint Rainfall Data
    by John Sansom, Peter Thomson
    posted to hmm hsmm by mshafiei on 2008-03-07 18:35:37 as **
  • Adaptive event detection with time-varying poisson processes
    (2006), pp. 207-216.
    by Alexander Ihler, Jon Hutchins, Padhraic Smyth
    posted to event-detection by mshafiei on 2008-03-07 18:19:42 as **
  • Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
    (2004), pp. 113-120.
    by Regina Barzilay, Lillian Lee
    posted to nlp summarization topic-shift by mshafiei on 2008-03-07 16:06:47 as ** along with 1 person imcgraw
  • A fully Bayesian approach to unsupervised part-of-speech tagging
    (June 2007), pp. 744-751.
    by Sharon Goldwater, Tom Griffiths
    posted to bayesian nlp tagging by mshafiei on 2008-03-07 16:02:27 as **
  • Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input
    (June 2007), pp. 504-511.
    by Igor Malioutov, Alex Park, Regina Barzilay, James Glass
    posted to topic-segmentation by mshafiei on 2008-03-07 15:59:59 as **
  • Finding document topics for improving topic segmentation
    (June 2007), pp. 480-487.
    by Olivier Ferret
    posted to topic-segmentation by mshafiei on 2008-03-07 15:57:05 as **
  • Population Monte Carlo
    Journal of Computational & Graphical Statistics, Vol. 13, No. 4., 907.
    by O Cappe, A Guillin, J Marin, C Robert
    posted to bayesian mcmc by mshafiei on 2008-03-07 13:55:42 as **
  • notes Handbook of Computational Statistics
    (26 August 2004)
    by JE Gentle, Wolfgang Hsrdle
    posted to bayesian book mcmc by mshafiei on 2008-03-07 13:51:09 as **
  • Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognition
    (2007)
    by Yang Wang, Payam Sabzmeydani, Greg Mori
    posted to lda semi-supervised by mshafiei on 2008-03-06 19:41:35 as **
  • Topic transition detection using hierarchical hidden Markov and semi-Markov models
    (2005), pp. 11-20.
    by Dinh Q Phung, TV Duong, S Venkatesh, Hung H Bui
    posted to hmm hsmm segmentation by mshafiei on 2008-03-06 19:32:34 as **
  • Hidden semi-Markov models (HSMMs)
    Informal Notes (2002)
    by KP Murphy
    posted to hmm segmentation by mshafiei on 2008-03-06 19:17:20 as **
  • notes Segmental semi-markov models and applications to sequence analysis
    (2002)
    by Xianping Ge
    posted to change-point-detection segmentation by mshafiei on 2008-03-06 19:07:29 as **
  • Segmental Semi-Markov Models for Change-Point Detection with Applications to Semiconductor Manufacturing
    (2000)
    by X Ge, P Smyth
    posted to change-point-detection segmentation by mshafiei on 2008-03-06 19:04:30 as **
  • Towards Visual Exploration of Topic Shifts
    Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on (2007), pp. 522-527.
    by Kilian Thiel, Fabian Dill, Tobias Kotter, Michael R Berthold
    posted to document exploration tagging visualization by mshafiei on 2008-03-05 21:00:04 as ** along with 2 people ianturton bigbossman
  • Model-based overlapping clustering
    (2005), pp. 532-537.
    by Arindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J Mooney
    posted to clustering overlapping by mshafiei on 2008-03-05 14:50:53 as ** along with 1 person julianpan
  • Spatial Latent Dirichlet Allocation
    (2007)
    by Xiaogang Wang, Eric Grimson
    posted to lda spatial by mshafiei on 2008-03-03 23:02:43 as ** along with 1 person julianpan
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