Statistical Themes and Lessons for Data Mining
Scaling Up Machine Learning, the Tutorial, KDD 2011 (Part II.b Graphical models)
Scaling Up Graphical Model Inference. View observed data and unobserved properties as random variables Graphical Models: compact graph-based encoding.
1 Multigroup Modeling The basic LISREL model, which was originally formulated in terms of variances and covariances, was extended to include means and.
Monte Carlo Statistical Methods
WSC 2011, advanced tutorial on simulation in Statistics
Edinburgh MT lecture 3: Latent Variable Models and Word Alignment
00952
Bayesian inference and latent variable models in machine learning (by Dmitry Vetrov)
Multidirectional survey measurement errors: the latent class MTMM model
Factor Analysisd
Machine Learning - Michel Clark
