Peter Bühlmann

MissForest—non-parametric missing value imputation for mixed-type data

Daniel J. Stekhoven, Peter Bühlmann · Bioinformatics · 2011 · 5.7K citations · Full text

Stability Selection

Nicolai Meinshausen, Peter Bühlmann · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 2K citations

Engineering, High-dimensional Method, Data Science +10

The Group Lasso for Logistic Regression

Lukas Meier, Sara van de Geer, Peter Bühlmann · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 1.7K citations

Mathematical Programming, Sparse Representation, Engineering +15

A systematic comparison and evaluation of biclustering methods for gene expression data

Amela Prelić, Stefan Bleuler, Philip Zimmermann et al. · Bioinformatics · 2006 · 915 citations · Full text

Boosting With the<i>L</i>₂Loss

Peter Bühlmann, Bin Yu · Journal of the American Statistical Association · 2003 · 843 citations

Boosted Smoothing Spline, Engineering, Machine Learning +15