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Graphical Model.rar (33个子文件)
Graphical Model
supplements
Generating Multivariate Categorical Variates Using the Iterative Proportional Fitting.PDF 189KB
Exchangeability and de Finetti's Theorem.pdf 234KB
Generalized Iterative Scaling for Log-Linear Models.pdf 751KB
The EM Algorithm and Extensions 2ed.djvu 2.77MB
On a least squares adjustment of a sampled frequency table when the expected marginal totals are known.pdf 1.47MB
The Expectation Maximization Algorithm.PDF 3.13MB
Michael I. Jordan
an introduction to graphical models.pdf 545KB
chapter 3 the elimination algorithm.pdf 220KB
chapter 13 the multivariate gaussian.pdf 148KB
chapter 14 factor analysis.pdf 160KB
chapter 17 the junction tree algorithm.pdf 344KB
chapter 21 sampling methods.pdf 239KB
chapter 15 kalman filtering and smoothing.pdf 206KB
chapter 7 linear classification.pdf 350KB
chapter 18 the HMM and state space model revisited.pdf 194KB
chapter 9 completely observed graphical models.pdf 239KB
statsci.pdf 218KB
chapter 11 EM.pdf 127KB
chapter 1 introduction.pdf 46KB
jordan graphical models.pdf 299KB
chapter 22 graphical models, exponential families, and variational inference.pdf 964KB
fundamentals-083110.pdf 2.71MB
chapter 5 statistical concepts.pdf 350KB
chapter 19 features, maximum entropy, and duality.pdf 181KB
chapter 6 linear regression and the LMS algorithm.pdf 203KB
chapter 4 probability propagation and factor graphs.pdf 410KB
chapter 12 HMM.pdf 189KB
chapter 20 iterative scaling algorithms.pdf 186KB
chapter 2 conditional independence and factorization .pdf 295KB
chapter 29 decision graphs.pdf 127KB
chapter 16 markov propertis.pdf 154KB
chapter 8 the exponential family and generalized linear models.pdf 213KB
chapter 10 mixtures and conditional mixtures.pdf 504KB
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