Loss-sensitive Training of Probabilistic Conditional Random Fields

Maksims N. Volkovs, Hugo Larochelle, Richard S. Zemel

We consider the problem of training probabilistic conditional random fields (CRFs) in the context of a task where performance is measured using a specific loss function. While maxi…