seminar on intelligent information n.
Download
Skip this Video
Loading SlideShow in 5 Seconds..
Seminar on Intelligent Information PowerPoint Presentation
Download Presentation
Seminar on Intelligent Information

Loading in 2 Seconds...

play fullscreen
1 / 5
ora-hudson

Seminar on Intelligent Information - PowerPoint PPT Presentation

72 Views
Download Presentation
Seminar on Intelligent Information
An Image/Link below is provided (as is) to download presentation

Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server.

- - - - - - - - - - - - - - - - - - - - - - - - - - - E N D - - - - - - - - - - - - - - - - - - - - - - - - - - -
Presentation Transcript

  1. Seminar on Intelligent Information Fall 2014

  2. Topic to be covered • Bayesian Networks • Graphical Modelsand Inference Method • Sampling for inference • Expectation Maximization • Topic Modelling using Nonpaprametric Bayesian Models • LDA ….. • Deep Learning • Kernel Based Methods • Semi-supervised Learning • Manifold Learning • Advanced Topics of Clustering

  3. How to proceed the class • Lecture by lecturer or video • Basic Conceptsof Text Levels • Tools for Applications • Seminar • Group of Special Interests • Bayesian Networks • Application of Markov Random Field • LDA for document topic modelling • Topic modelling applications … • HMM and its application

  4. How to proceed the class • Seminar • Group of Special Interests • Kernel Method/Manifold Learning/Semi-supervised learning • Kernel SVM • Spectral Clustering … • Deep Learning • Models and Types of Deep Learning • Tools for learning • How to use the tools with specific applications

  5. How to proceed the class • Evaluation • Seminar 40 % • Term Projects 40 % • Present 20 %