86 citations · 467 across the 40 of their papers we have counts for
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stat.ML2009
KNIFE: Kernel Iterative Feature Extraction
Genevera I. Allen
Selecting important features in non-linear or kernel spaces is a difficult challenge in both classification and regression problems. When many of the features are irrelevant, kerne…
stat.AP2009★ 86 cited
Transposable regularized covariance models with an application to missing data imputation
Genevera I. Allen, Robert Tibshirani
Missing data estimation is an important challenge with high-dimensional data arranged in the form of a matrix. Typically this data matrix is transposable, meaning that either the r…