4 citations · 11 across the 7 of their papers we have counts for
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stat.ML2021
Provable Low Rank Plus Sparse Matrix Separation Via Nonconvex Regularizers
April Sagan, John E. Mitchell
This paper considers a large class of problems where we seek to recover a low rank matrix and/or sparse vector from some set of measurements. While methods based on convex relaxati…
cs.SI2021★ 2 cited
Optimizing Edge Sets in Networks to Produce Ground Truth Communities Based on Modularity
Daniel Kosmas, John E. Mitchell, Thomas C. Sharkey +1
We consider two new problems regarding the impact of edge addition or removal on the modularity of partitions (or community structures) in a network. The first problem seeks to add…