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20142020
most citedData Poisoning Attacks on Factorization-Based Collaborative Filtering

154 citations · 307 across the 14 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

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…