Christoph Bernau

发表

Correcting the Optimal Resampling‐Based Error Rate by Estimating the Error Rate of Wrapper Algorithms

Anne-Laure Boulesteix, Thomas Augustin, Christoph Bernau, 2013, Biometrics.

Node level power measurements on a petaflop system

Carmen B. Navarrete, David Brayford, Christoph Bernau, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Standards for data handling

Erwin Laure, Yolanda Becerra, Magnus Lundborg, 2013 .

A parallelization of a bioinformatic program: PHASE , Javier Vera, Computational Biology (BSC-INB).

Erwin Laure, Magnus Lundborg, Christoph Bernau, 2015 .

Extreme Scaling Workshop at the LRZ

Arndt Bode, Jan Engels, Andreas Marek, 2013, PARCO.

A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization

Rory Wilson, Roman Hornung, Caroline Truntzer, 2015, BMC Medical Research Methodology.

Complexity Selection with Cross-validation for Lasso and Sparse Partial Least Squares Using High-Dimensional Data

Anne-Laure Boulesteix, Christoph Bernau, Adrian Richter, 2013, Algorithms from and for Nature and Life.

On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models

Anne-Laure Boulesteix, Christoph Bernau, Riccardo De Bin, 2018, Comput. Stat..

Full versus incomplete cross-validation: measuring the impact of imperfect separation between training and test sets in prediction error estimation

Roman Hornung, Caroline Truntzer, Anne-Laure Boulesteix, 2014 .

Analyzing Performance Properties Collected by the PerSyst Scalable HPC Monitoring Tool pdf

David Brayford, Christoph Bernau, Wolfram Hesse, 2020, ArXiv.

Wrapper algorithms and their performance assessment on high-dimensional molecular data

Christoph Bernau, 2014 .

Improving cross‐study prediction through addon batch effect adjustment or addon normalization

David Causeur, Roman Hornung, Anne-Laure Boulesteix, 2016, Bioinform..

Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation

Anne-Laure Boulesteix, Thomas Augustin, Christoph Bernau, 2011 .

Cross-study validation for the assessment of prediction algorithms

Anne-Laure Boulesteix, Lorenzo Trippa, Curtis Huttenhower, 2014, Bioinform..

Variable Selection and Parameter Tuning in High-Dimensional Prediction

Anne-Laure Boulesteix, Christoph Bernau, 2010 .

The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models.

Giovanni Parmigiani, Levi Waldron, Christoph Bernau, 2018, Biostatistics.

The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models

Giovanni Parmigiani, Levi Waldron, Christoph Bernau, 2018, bioRxiv.

On the choice and influence of the number of boosting steps

Anne-Laure Boulesteix, Christoph Bernau, Riccardo De Bin, 2016 .