Learning and Inference in Structured Prediction Models AAAI 2016 Tutorial Syllabus

This tutorial targets AI researchers who are interested in designing and applying structured prediction models to problems with interdependent output variables. The tutorial will introduce the problem of structured prediction exemplifying it in multiple AI problems, and then cover recent developments in efficient inference and learning methods in discriminative structured models and outline further research directions in this topic.