activity
20122026
most citedPartial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs

2 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CL2017

Optimizing for Measure of Performance in Max-Margin Parsing

Alexander Bauer, Shinichi Nakajima, Nico Görnitz +1

Many statistical learning problems in the area of natural language processing including sequence tagging, sequence segmentation and syntactic parsing has been successfully approach…

cs.DS2017★ 2 cited

Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs

Alexander Bauer, Shinichi Nakajima, Nico Görnitz +1

Markov random fields (MRFs) are a powerful tool for modelling statistical dependencies for a set of random variables using a graphical representation. An important computational pr…