'Predictive performance' diaporamas de présentation

Transparent User Models for Personalization

693 views • 59 slides

Bayesian Learning for Conditional Models

Bayesian Learning for Conditional Models. Alan Qi MIT CSAIL September, 2005 Joint work with T. Minka, Z. Ghahramani, M. Szummer, and R. W. Picard. Motivation. Two types of graphical models: generative and conditional Conditional models: Make no assumptions about data generation

670 views • 50 slides

Hierarchical Annotation of Medical Images

342 views • 23 slides

Predictive Automatic Relevance Determination by Expectation Propagation

Predictive Automatic Relevance Determination by Expectation Propagation. Y. Qi T.P. Minka R.W. Picard Z. Ghahramani. Motivation. Task 1: Classify high dimensional datasets with many irrelevant features e.g., normal v.s. cancer microarray data.

286 views • 15 slides