42 citations · 104 across the 4 of their papers we have counts for
Showing 2017 · cs.LGShow all
2 papers · 2 filters
cs.LG2017
Best-Choice Edge Grafting for Efficient Structure Learning of Markov Random Fields
Walid Chaabene, Bert Huang
Incremental methods for structure learning of pairwise Markov random fields (MRFs), such as grafting, improve scalability by avoiding inference over the entire feature space in eac…
cs.LG2017★ 2 cited
Recurrent Collective Classification
Shuangfei Fan, Bert Huang
We propose a new method for training iterative collective classifiers for labeling nodes in network data. The iterative classification algorithm (ICA) is a canonical method for inc…