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Statistical learning theory
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791	PDF Document Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2009-01-14 12:50:42 Graphical models Machine learning Statistical models Statistical theory Expectation propagation Belief propagation Bayesian inference Bayesian network Variational Bayesian methods Statistics Bayesian statistics Probability and statistics
792	PDF Document Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2004-12-10 16:10:53 Statistical classification Computational learning theory Machine learning Linear algebra Empirical process VC dimension Support vector machine Structural risk minimization Shattered set Statistics Algebra Mathematics
793	PDF Document Add to Reading List Source URL: acl.ldc.upenn.edu Language: English - Date: 2002-06-07 11:25:18 Markov models Machine learning Statistical machine translation Estimation theory Language model Expectation–maximization algorithm Bitext word alignment Pattern theory Markov chain Statistics Statistical natural language processing Machine translation
794	PDF Document Add to Reading List Source URL: fabien.tschirhart.free.fr Language: English - Date: 2010-11-09 18:45:44 Non-parametric statistics Statistical classification Statistical inference Artificial neural network Density estimation Kernel density estimation Estimation theory Loss function Pattern recognition Statistics Machine learning Statistical theory
795	PDF Document Add to Reading List Source URL: cs.stanford.edu Language: English - Date: 2009-05-16 21:56:35 Estimation theory Machine learning Automatic image annotation Expectation–maximization algorithm Latent Dirichlet allocation Topic model Maximum likelihood LabelMe Dimensional analysis Statistics Artificial intelligence Statistical natural language processing
796	PDF Document Add to Reading List Source URL: courses.cs.tamu.edu Language: English - Date: 2001-03-05 18:10:50 Data analysis Regression analysis Cross-validation Model selection Resampling Estimation theory Estimator Overfitting Bootstrapping Statistics Statistical inference Machine learning
797	PDF Document Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2005-06-13 16:20:47 Statistical classification Computational learning theory Empirical risk minimization VC dimension Regularization Uniform convergence Support vector machine Norm Calculus of variations Machine learning Statistics Mathematics
798	PDF Document Add to Reading List Source URL: axon.cs.byu.edu Language: English - Date: 2011-09-28 12:00:05 Statistical theory Machine learning Philosophy of science Ensemble learning Bayesian probability Bayesian inference Graphical model Model selection Computational learning theory Statistics Bayesian statistics Statistical models
799	PDF Document Add to Reading List Source URL: volker.nannen.com Language: English - Date: 2008-04-09 07:25:48 Complexity classes Machine learning Algorithmic information theory Statistical inference Descriptive complexity Kolmogorov complexity Minimum description length Complexity Overfitting Theoretical computer science Computational complexity theory Applied mathematics
800	PDF Document Add to Reading List Source URL: eprints.soton.ac.uk Language: English Scientific modeling Statistical theory Operations research Mixture model Mixture distribution Statistical model Simulation Data analysis Cluster analysis Statistics Probability and statistics Machine learning

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