76 citations · 258 across the 8 of their papers we have counts for
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cs.IT2011★ 54 cited
High-Rank Matrix Completion and Subspace Clustering with Missing Data
Brian Eriksson, Laura Balzano, Robert Nowak
This paper considers the problem of completing a matrix with many missing entries under the assumption that the columns of the matrix belong to a union of multiple low-rank subspac…
cs.IT2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
Brian Eriksson, Gautam Dasarathy, Aarti Singh +1
Hierarchical clustering based on pairwise similarities is a common tool used in a broad range of scientific applications. However, in many problems it may be expensive to obtain or…