Concepedia

Andreas Christmann

AC

35

Publications

2.1K

Citations

25

H-Index

1994

Active since

Affiliations

University of Bayreuth(Current)

Vrije Universiteit Brussel

TU Dortmund University

Los Alamos National Laboratory

KU Leuven

Andreas Christmann is an author at University of Bayreuth specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceMachine LearningData MiningPattern RecognitionKnowledge DiscoverySupervised LearningComputer Science

Publications per year

1994–2023

35

Publications

35

Robust estimation of Cronbach's alpha

Andreas Christmann, Stefan Van Aelst · Journal of Multivariate Analysis · 2005 · 398 citations · Full text

Engineering, Robust Statistic, Estimation Statistic +4

Estimating conditional quantiles with the help of the pinball loss

Ingo Steinwart, Andreas Christmann · Bernoulli · 2011 · 212 citations · Full text

So-called Pinball Loss, Engineering, Machine Learning +12

Cerebral ischemia detected with diffusion-weighted MR imaging after stent implantation in the carotid artery.

Horst J. Jaeger, Klaus Mathias, E Hauth et al. · PubMed · 2002 · 167 citations · Full text

On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition

Andreas Christmann, Ingo Steinwart · Technische Universität Dortmund Eldorado (Technische Universität Dortmund) · 2003 · 117 citations · Full text

Consistency and robustness of kernel-based regression in convex risk minimization

Andreas Christmann, Ingo Steinwart · Bernoulli · 2007 · 117 citations · Full text

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