1. Scaling UpGraphical Model Inference 2. Graphical Models• View observed data and unobserved properties as random variables• Graphical Models: compact graph-based encoding…

Slide 1Scaling Up Graphical Model Inference Slide 2 View observed data and unobserved properties as random variables Graphical Models: compact graph-based encoding of probability…

Style & Topic Language Model Adaptation Using HMM-LDA Bo-June (Paul) Hsu, James Glass Outline Introduction LDA HMM-LDA Experiments Conclusions Introduction An effective…

Topic modeling Mark Steyvers Department of Cognitive Sciences University of California, Irvine Some topics we can discuss Introduction to LDA: basic topic model Preliminary…

PowerPoint Presentation Empirical Study of Topic Modeling in Twitter Liangjie Hong and Brian D. Davison Computer Science and Engineering Lehigh University Bethlehem, PA USA…