Advanced Structured Prediction

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs.

The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in...

• Format: Hardcover
• Language: English
• ISBN: 0262028379
• ISBN13: 9780262028370
• Release Date: December 2014
• Publisher: MIT Press
• Length: 432 Pages
• Weight: 2.45 lbs.
• Dimensions: 1.0" x 8.3" x 10.3"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher