166 citations · 424 across the 44 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016
Tuning parameter calibration for -regularized logistic regression
Wei Li, Johannes Lederer
Feature selection is a standard approach to understanding and modeling high-dimensional classification data, but the corresponding statistical methods hinge on tuning parameters th…
stat.ME2016★ 3 cited
Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression
Mahsa Taheri, Néhémy Lim, Johannes Lederer
Modern technologies are generating ever-increasing amounts of data. Making use of these data requires methods that are both statistically sound and computationally efficient. Typic…