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Eric Xing
Results: 40

#	Item
31	Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models Ramesh Nallapati, Amr Ahmed, William Cohen and Eric Xing Machine Learning Department Carnegie Mellon University 5000 Forbes Avenue Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-09-24 16:28:26 Natural language processing Dynamic topic model Latent Dirichlet allocation Topic model Pachinko allocation Latent semantic analysis Mixture model Dirichlet process Information retrieval Statistics Statistical natural language processing Machine learning
32	Estimating Sparse Precision Matrices from Data with Missing Values Mladen Kolar [removed] Eric P. Xing [removed] Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:48 Covariance and correlation Summary statistics Matrices Estimation of covariance matrices Covariance matrix Linear regression Normal distribution Multivariate normal distribution Maximum likelihood Statistics Data analysis Estimation theory
33	Quasi Real-Time Summarization for Consumer Videos Bin Zhao Eric P. Xing School of Computer Science, Carnegie Mellon University {binzhao,epxing}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-05-31 22:39:43 Video signal Digital television Free music Subtitling Video hosting YouTube Machine learning Natural language processing Segmentation Digital media Video Television
34	Quasi Real-Time Summarization for Consumer Videos Bin Zhao Eric P. Xing School of Computer Science, Carnegie Mellon University {binzhao,epxing}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-05-31 22:39:43 Video signal Digital television Free music Subtitling Video hosting YouTube Machine learning Natural language processing Segmentation Digital media Video Television
35	Eric Poe Xing[removed]Office[removed] (Fax) [removed] http://www.cs.cmu.edu/˜epxing Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-06-04 14:42:17 Bayesian statistics Statistical natural language processing Cybernetics Learning Machine learning Topic model Bayesian inference Bioinformatics Statistics Applied mathematics Science
36	A Latent Variable Model for Geographic Lexical Variation Jacob Eisenstein Brendan O’Connor Noah A. Smith Eric P. Xing School of Computer Science Carnegie Mellon University Add to Reading List Source URL: brenocon.com Language: English - Date: 2010-10-15 18:39:09 Estimation theory Dynamic topic model Statistical models Regression analysis Latent Dirichlet allocation Dirichlet process Mixture model Topic model Linear regression Statistics Statistical natural language processing Econometrics
37	Asymptotically Exact, Embarrassingly Parallel MCMC Willie Neiswanger∗ , Chong Wang† , and Eric Xing‡ arXiv:1311.4780v1 [stat.ML] 19 Nov[removed]Machine Learning Department, Carnegie Mellon University Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-11-19 20:27:52 Statistical inference Econometrics Computational statistics Estimator Fisher information Asymptotic theory Bias of an estimator Normal distribution Markov chain Monte Carlo Statistics Estimation theory Statistical theory
38	A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences Eric P. Xing, Michael I. Jordan, Richard M. Karp and Stuart Russell Computer Science Division University of California, Berkeley Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2005-10-27 20:39:29 Bayesian statistics Probability Sequence motif Variational Bayesian methods Mixture model Multinomial distribution Dirichlet distribution Expectation–maximization algorithm Hierarchical Bayes model Statistics Bioinformatics Probability and statistics
39	Distance metric learning, with application to clustering with side-information Eric P. Xing, Andrew Y. Ng, Michael I. Jordan and Stuart Russell University of California, Berkeley Berkeley, CA 94720 Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2005-10-27 20:39:15 Cluster analysis K-means clustering Information bottleneck method Principal component analysis K-medians clustering Consensus clustering Statistics Multivariate statistics Data analysis
40	Nonextensive Entropic Kernels Andre F. T. Martins, Mario A. T. Figueiredo Pedro M. Q. Aguiar, Noah Smith, Eric P. Xing Add to Reading List Source URL: reports-archive.adm.cs.cmu.edu Language: English - Date: 2008-10-09 17:54:58 Probability and statistics Statistical theory Statistical mechanics Probability theory Thermodynamic entropy Tsallis statistics Tsallis entropy Kullback–Leibler divergence Mutual information Information theory Statistics Mathematics

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