219 citations · 330 across the 11 of their papers we have counts for
Showing 2013 · stat.MLShow all
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stat.ML2013
Multiclass Semi-Supervised Learning on Graphs using Ginzburg-Landau Functional Minimization
Cristina Garcia-Cardona, Arjuna Flenner, Allon G. Percus
We present a graph-based variational algorithm for classification of high-dimensional data, generalizing the binary diffuse interface model to the case of multiple classes. Motivat…
stat.ML2013★ 5 cited
Multiclass Data Segmentation using Diffuse Interface Methods on Graphs
Cristina Garcia-Cardona, Ekaterina Merkurjev, Andrea L. Bertozzi +2
We present two graph-based algorithms for multiclass segmentation of high-dimensional data. The algorithms use a diffuse interface model based on the Ginzburg-Landau functional, re…