154 citations · 339 across the 18 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
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…
cs.LG2016★ 154 cited
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, Aarti Singh +1
Recommendation and collaborative filtering systems are important in modern information and e-commerce applications. As these systems are becoming increasingly popular in the indust…
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…