154 citations · 339 across the 18 of their papers we have counts for
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stat.ML2016★ 13 cited
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data
Yining Wang, Yu-Xiang Wang, Aarti Singh
Subspace clustering is the problem of partitioning unlabeled data points into a number of clusters so that data points within one cluster lie approximately on a low-dimensional lin…
stat.ML2016★ 28 cited
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models
Yining Wang, Adams Wei Yu, Aarti Singh
We derive computationally tractable methods to select a small subset of experiment settings from a large pool of given design points. The primary focus is on linear regression mode…