Compressed Inference for Probabilistic Sequential Models

Gungor Polatkan, Oncel Tuzel

Hidden Markov models (HMMs) and conditional random fields (CRFs) are two popular techniques for modeling sequential data. Inference algorithms designed over CRFs and HMMs allow est…