Mixture model

Results: 969



#Item
391Statistical models / Statistical natural language processing / Bayesian statistics / Exponentials / Poisson processes / Latent Dirichlet allocation / Exponential family / Mixture model / Gamma distribution / Statistics / Mathematical analysis / Probability and statistics

Deep Exponential Families Rajesh Ranganath Princeton University Linpeng Tang

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
392Statistical natural language processing / Statistical models / Statistical inference / Dirichlet process / Latent Dirichlet allocation / Chinese restaurant process / Non-parametric statistics / Mixture model / Bayesian network / Statistics / Stochastic processes / Bayesian statistics

The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies

Add to Reading List

Source URL: cocosci.berkeley.edu

Language: English - Date: 2010-06-16 23:53:04
393Dirichlet process / Hidden Markov model / Mixture model / Expectation–maximization algorithm / Information retrieval / Dirichlet distribution / Normal distribution / Semantic similarity / Kullback–Leibler divergence / Statistics / Machine learning / Natural language processing

CONTENT-BASED MUSICAL SIMILARITY COMPUTATION USING THE HIERARCHICAL DIRICHLET PROCESS Matthew Hoffman Princeton University Dept. of Computer Science

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
394Statistical natural language processing / Natural language processing / Bayesian statistics / Statistical models / Statistical theory / Topic model / Mixture model / Latent Dirichlet allocation / Information retrieval / Statistics / Science / Probability and statistics

Predicting Legislative Roll Calls from Text Sean M. Gerrish SGERRISH @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
395Machine learning / Probability theory / Dirichlet process / Chinese restaurant process / Mixture model / Cluster analysis / Mixture / Exchangeable random variables / Statistics / Stochastic processes / Statistical models

Journal of Machine Learning Research[removed]2410 Submitted 10/09; Revised 12/10; Published 8/10 Distance Dependent Chinese Restaurant Processes David M. Blei

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:20
396Statistical models / Robot control / Bayesian statistics / Stochastic processes / Hidden Markov model / Markov chain / Kalman filter / Conjugate prior / Mixture model / Statistics / Probability and statistics / Markov models

T O APPEAR IN P ROCEEDINGS OF THE 2007 I NTERNATIONAL C ONFERENCE ON I NFORMATION F USION Hierarchical Dirichlet Processes for Tracking Maneuvering Targets Emily B. Fox

Add to Reading List

Source URL: www.stat.washington.edu

Language: English - Date: 2012-07-06 10:47:50
397Categorical data / Markov models / Dirichlet process / Conjugate prior / Mixture model / Chinese restaurant process / Dirichlet distribution / Markov chain / Latent class model / Statistics / Statistical models / Stochastic processes

Journal of Machine Learning Research[removed]1224 Submitted 3/10; Revised 3/11; Published 4/11 The Indian Buffet Process: An Introduction and Review Thomas L. Griffiths

Add to Reading List

Source URL: cocosci.berkeley.edu

Language: English - Date: 2011-04-11 17:58:43
398Nonparametric regression / Linear regression / Poisson regression / Dirichlet process / Mixture model / Degrees of freedom / Statistical power / Bayesian linear regression / Variance inflation factor / Statistics / Regression analysis / Generalized linear model

Journal of Machine Learning Research[removed]Submitted 9/09, Revised 7/10, 1/11; Published 5/11 Dirichlet Process Mixtures of Generalized Linear Models Lauren A. Hannah

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
399Face recognition / Computational statistics / Nonlinear dimensionality reduction / Isomap / Facial recognition system / Generalized method of moments / Mixture model / Pattern recognition / Manifold / Statistics / Machine learning / Dimension reduction

Manifold Based Analysis of Facial Expression Changbo Hu, Ya Chang, Rogerio Feris, and Matthew Turk University of California, Santa Barbara {cbhu, yachang, rferis, mturk}@cs.ucsb.edu Abstract We propose a novel approach f

Add to Reading List

Source URL: www.recveb.ucsb.edu

Language: English
400Dirichlet process / Latent Dirichlet allocation / Dirichlet distribution / Mixture model / Hidden Markov model / Concentration parameter / Normal distribution / Topic model / Golden ratio / Statistics / Probability and statistics / Statistical natural language processing

The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling Sinead Williamson Department of Engineering, University of Cambridge, Trumpington Street, Cambridge, UK

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
UPDATE