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David Blei
Results: 105

#	Item
41	Structured Stochastic Variational Inference Matthew D. Hoffman Adobe Research David M. Blei Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Estimation theory Variational Bayesian methods Kullback–Leibler divergence Markov chain Linear regression Regression analysis Latent Dirichlet allocation Statistics Econometrics Bayesian statistics
42	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 Statistical 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
43	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 Machine learning Probability theory Dirichlet process Chinese restaurant process Mixture model Cluster analysis Mixture Exchangeable random variables Statistics Stochastic processes Statistical models
44	Visualizing Topic Models Allison J.B. Chaney and David M. Blei Department of Computer Science Princeton University, Princeton, NJ USA [removed], [removed] Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Topic model Latent Dirichlet allocation Ethology Scientific modelling Visualization Dynamic topic model Statistical natural language processing Science Statistics
45	BAYESIAN SPECTRAL MATCHING: TURNING YOUNG MC INTO MC HAMMER VIA MCMC SAMPLING Matthew D. Hoffman†, Perry R. Cook†‡, David M. Blei† Princeton University † Department of Computer Science, ‡Department of Music, Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Acoustics Signal processing Spectrogram Short-time Fourier transform Mathematics Analysis Time–frequency analysis Fourier analysis Transforms
46	Modeling Overlapping Communities with Node Popularities Prem Gopalan1 , Chong Wang2 , and David M. Blei1 1 Department of Computer Science, Princeton University, {pgopalan,blei}@cs.princeton.edu Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Evolving networks Community structure Degree distribution Combinatorics Networks Graph theory Mathematics
47	Simultaneous Image Classification and Annotation Chong Wang, David Blei, Li Fei-Fei Computer Science Department Princeton University {chongw, blei, feifeili}@cs.princeton.edu Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:23 Estimation theory Automatic image annotation Expectation–maximization algorithm Latent Dirichlet allocation Topic model Maximum likelihood LabelMe Annotation Dimensional analysis Statistics Artificial intelligence Statistical natural language processing
48	Bayesian Checking for Topic Models David Mimno David Blei Department of Computer Science Department of Computer Science Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Topic model Deviance Discrepancy function Multinomial distribution Multivariate Pólya distribution Dynamic topic model Statistics Statistical natural language processing Latent Dirichlet allocation
49	A Filtering Approach to Stochastic Variational Inference David M. Blei Department of Statistics Department of Computer Science Colombia University Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Electronic engineering Estimation theory Linear filters Bayesian statistics Markov models Kalman filter Variational Bayesian methods Calculus of variations Robot control Statistics Control theory
50	Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:23 Latent Dirichlet allocation Dynamic topic model Variational Bayesian methods Topic model Hidden Markov model Calculus of variations Mixture model Bayesian inference Dirichlet process Statistics Statistical natural language processing Bayesian statistics

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