Statistical Learning: Selected Topics and Applications

in
PhD Seminar Course on

Statistical Learning: Selected Topics and Applications

Cagliari, June, 26-29, 2007
Instructor: Prof. Mario A. T. de Figueiredo
Instituto de Telecomunicacoes, Instituto Superior Tecnico, Lisboa
Duration: 6 hours
Schedule:
  • Tuesday 26, 10-12
  • Wednesday 27, 11-12
  • Thursday 28, 10-12
  • Friday 29, 10-11
Venue:
  • Tue 26 - Meeting room (Building B)
  • Wed 27, Thu 28 - Room Y
  • Fri 29 - Room X
Topics:
  1. Overview of Bayesian and MDL Model Selection
  2. Model and feature selection in mixture-based clustering
  3. Semi-supervised Classification
  4. Semi-supervised Clustering: Application to Image Segmentation
  5. Advanced Applications of the EM Algorithm: Network Inference
Organizer: Prof. Fabio Roli
Dep. of Electrical and Electronic Engineering
University of Cagliari, Italy
Email: roli(at)diee.unica.it