166 citations · 424 across the 44 of their papers we have counts for
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math.ST2016★ 8 cited
Graphical Models for Discrete and Continuous Data
Rui Zhuang, Noah Simon, Johannes Lederer
We introduce a general framework for undirected graphical models. It generalizes Gaussian graphical models to a wide range of continuous, discrete, and combinations of different ty…
math.ST2016
Oracle Inequalities for High-dimensional Prediction
Johannes Lederer, Lu Yu, Irina Gaynanova
The abundance of high-dimensional data in the modern sciences has generated tremendous interest in penalized estimators such as the lasso, scaled lasso, square-root lasso, elastic…