1.1k citations · 5.4k across the 59 of their papers we have counts for
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stat.ML2010★ 7 cited
The Lasso under Heteroscedasticity
Jinzhu Jia, Karl Rohe, Bin Yu
The performance of the Lasso is well understood under the assumptions of the standard linear model with homoscedastic noise. However, in several applications, the standard model do…
stat.ML2010★ 540 cited
Spectral clustering and the high-dimensional stochastic blockmodel
Karl Rohe, Sourav Chatterjee, Bin Yu
Networks or graphs can easily represent a diverse set of data sources that are characterized by interacting units or actors. Social networks, representing people who communicate wi…