92 citations · 98 across the 4 of their papers we have counts for
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stat.ML2013★ 4 cited
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation
Song Liu, John A. Quinn, Michael U. Gutmann +2
We propose a new method for detecting changes in Markov network structure between two sets of samples. Instead of naively fitting two Markov network models separately to the two da…
stat.ML2013★ 1 cited
Density Ratio Hidden Markov Models
John A. Quinn, Masashi Sugiyama
Hidden Markov models and their variants are the predominant sequential classification method in such domains as speech recognition, bioinformatics and natural language processing.…