Bethe Learning of Conditional Random Fields via MAP Decoding

Kui Tang, Nicholas Ruozzi, David Belanger +1

Many machine learning tasks can be formulated in terms of predicting structured outputs. In frameworks such as the structured support vector machine (SVM-Struct) and the structured…