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David Blei
Results: 105

#	Item
11	Hierarchical Maximum Entropy Density Estimation Miroslav Dud´ık MDUDIK @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU Add to Reading List Source URL: rob.schapire.net Language: English - Date: 2015-07-13 19:42:40
12	Variational Inference: A Review for Statisticians David M. Blei Department of Computer Science and Statistics Columbia University Alp Kucukelbir Department of Computer Science Add to Reading List Source URL: www.proditus.com Language: English - Date: 2016-01-04 15:01:14
13	Modeling Annotated Data David M. Blei Michael I. Jordan Division of Computer Science Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:52 Statistics Probability Artificial intelligence Statistical natural language processing Machine learning Statistical models Latent Dirichlet allocation Probability distributions Mixture model Expectationmaximization algorithm Variational Bayesian methods Automatic image annotation
14	COS 424: Interacting with Data Lecturer: David Blei Scribe: Rebecca Fiebrink Lecture #2 9 February 2007 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2007-02-20 06:10:35
15	Smoothed Gradients for Stochastic Variational Inference David Blei Department of Computer Science Department of Statistics Columbia University Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-12-02 20:45:02 Statistics Mathematical analysis Statistical theory Stochastic optimization Computational statistics Estimation theory M-estimators Stochastic gradient descent Bias of an estimator Mathematical optimization Variational Bayesian methods Biasvariance tradeoff
16	Journal of Machine Learning Research1022 Submitted 2/02; Published 1/03 Latent Dirichlet Allocation David M. Blei Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:56
17	Scalable Recommendation with Poisson Factorization Prem Gopalan Jake M. Hofman David M. Blei Add to Reading List Source URL: www.jakehofman.com Language: English - Date: 2013-11-25 11:00:49 Variational Bayesian methods Latent Dirichlet allocation Recommender system Poisson distribution Non-negative matrix factorization Expectation–maximization algorithm Collaborative filtering Exponential family Statistics Bayesian statistics Multivariate statistics
18	Hierarchical Regression David M. Blei Columbia University December 3, 2014 Hierarchical models are a cornerstone of data analysis, especially with large grouped data. Another way to look at “big data” is that we have Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:19 Bayesian statistics Econometrics Actuarial science Hyperparameter Linear regression Mixture model Generalized linear model Multilevel model Logistic regression Statistics Regression analysis Statistical models

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