126 citations · 555 across the 57 of their papers we have counts for
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math.ST2017★ 54 cited
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank
Emmanuel Abbe, Jianqing Fan, Kaizheng Wang +1
Recovering low-rank structures via eigenvector perturbation analysis is a common problem in statistical machine learning, such as in factor analysis, community detection, ranking,…
math.ST2017
Group Synchronization on Grids
Emmanuel Abbe, Laurent Massoulie, Andrea Montanari +2
Group synchronization requires to estimate unknown elements of a compact group associated to the vertices of a graph , using noisy observa…