354 citations · 806 across the 36 of their papers we have counts for
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math.ST2018★ 3 cited
Sparse PCA from Sparse Linear Regression
Guy Bresler, Sung Min Park, Madalina Persu
Sparse Principal Component Analysis (SPCA) and Sparse Linear Regression (SLR) have a wide range of applications and have attracted a tremendous amount of attention in the last two…
math.ST2018★ 15 cited
Optimal Single Sample Tests for Structured versus Unstructured Network Data
Guy Bresler, Dheeraj Nagaraj
We study the problem of testing, using only a single sample, between mean field distributions (like Curie-Weiss, Erdős-Rényi) and structured Gibbs distributions (like Ising model o…