researcher

Peter Bühlmann

80 papers hereh-index 6124k citations209 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author4
first author6
middle author21
last author46

Across the 77 of 80 papers where every author was matched, so the position is known.

fields

stat.ME45
math.ST18
stat.ML11
stat.AP4
cs.LG1
stat.CO1

same name

Peter Bühlmann — 2 papers, h 4
Peter Bühlmann — 1 paper
Peter Bühlmann — 1 paper, h 5
Peter Bühlmann — 1 paper, h 3
Peter Bühlmann — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20052026

most citedMissForest - nonparametric missing value imputation for mixed-type data

6.4k citations · 14.8k across the 73 of their papers we have counts for

collaborators

Showing 2006Show all

2 papers · 1 filter

math.ST2006★ 2.5k cited

High-dimensional graphs and variable selection with the Lasso

Nicolai Meinshausen, Peter Bühlmann

The pattern of zero entries in the inverse covariance matrix of a multivariate normal distribution corresponds to conditional independence restrictions between variables. Covarianc…

math.ST2006★ 322 cited

Boosting for high-dimensional linear models

Peter Bühlmann

We prove that boosting with the squared error loss, $L_{2}$ Boosting, is consistent for very high-dimensional linear models, where the number of predictor variables is allowed to grow…