'Multinomial distributions' diaporamas de présentation

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C. Logit model, logistic regression, and log-linear model A comparison

C. Logit model, logistic regression, and log-linear model A comparison. Leaving home. Models of counts: log-linear model. Leaving home. Leaving home. Leaving home. Model 3: Time and Sex (unsaturated log-linear model). ? 11 = exp[4.697] = 109.6 ? 21 = exp[4.697 + 0.4291] = 168.4

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Text Classification

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Money Laundering: Some Preliminary Empirical Findings

Prof. Dr. Friedrich Schneider E-mail: friedrich.schneider@jku.at http://www.econ.jku.at/Schneider. Money Laundering: Some Preliminary Empirical Findings. MoneyLaundering_October2007.doc. Introduction Illegal (criminal) financial transactions Necessity of Money Laundering Activities

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Parallelized variational EM for Latent Dirichlet Allocation: An experimental evaluation of speed and scalability

Parallelized variational EM for Latent Dirichlet Allocation: An experimental evaluation of speed and scalability. Ramesh Nallapati, William Cohen and John Lafferty Machine Learning Department Carnegie Mellon University. Latent Dirichlet Allocation (LDA).

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Nonparametric Density Estimation

Nonparametric Density Estimation. Riu Baring CIS 8526 Machine Learning Temple University Fall 2007. Christopher M. Bishop, Pattern Recognition and Machine Learning , Chapter 2.5 Some slides from http://courses.cs.tamu.edu/rgutier/cpsc689_f07/. Overview. Density Estimation

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