Structure Prediction and Learning

Combining predictive modeling with structure inference

Photo by Evgeniy Surzhan on Unsplash

Supervised machine learning involves predicting the value of an outcome variable from some input. Typically, the outcome is real-valued or categorical.

Structured prediction generalizes this to predicting outcomes that either have explicit structure or are composed of multiple interacting…