Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition

no code implementations • NeurIPS 2009 • Natasha Singh-Miller, Michael Collins

We consider the problem of using nearest neighbor methods to provide a conditional probability estimate, P(y|a), when the number of labels y is large and the labels share some underlying structure.

General Classification Multi-class Classification +2