154 citations · 339 across the 18 of their papers we have counts for
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stat.ML2015★ 21 cited
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data
Yining Wang, Aarti Singh
We consider the problem of matrix column subset selection, which selects a subset of columns from an input matrix such that the input can be well approximated by the span of the se…
stat.ML2015★ 3 cited
Graph Connectivity in Noisy Sparse Subspace Clustering
Yining Wang, Yu-Xiang Wang, Aarti Singh
Subspace clustering is the problem of clustering data points into a union of low-dimensional linear/affine subspaces. It is the mathematical abstraction of many important problems…