126 citations · 555 across the 57 of their papers we have counts for
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math.ST2020★ 2 cited
Learning Sparse Graphons and the Generalized Kesten-Stigum Threshold
Emmanuel Abbe, Shuangping Li, Allan Sly
The problem of learning graphons has attracted considerable attention across several scientific communities, with significant progress over the recent years in sparser regimes. Yet…
math.ST2020★ 2 cited
An theory of PCA and spectral clustering
Emmanuel Abbe, Jianqing Fan, Kaizheng Wang
Principal Component Analysis (PCA) is a powerful tool in statistics and machine learning. While existing study of PCA focuses on the recovery of principal components and their asso…