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 2026Show all

2 papers · 1 filter

stat.ME2026

Distributional Extrapolation for Interactions

Marin Šola, Xinwei Shen, Peter Bühlmann

Predicting combinatorial effects from limited-range observations is a fundamental challenge in many scientific domains, including drug discovery and hyperparameter optimization. We…

stat.ML2026

Spectrally Deconfounded Gradient Boosting

Andrea Nava, Peter Bühlmann, Fabio Sigrist

Flexible machine-learning methods can be sensitive to hidden confounding: they may learn associations induced by unobserved confounders rather than stable signals. Spectral deconfo…