Christian Widmer

Biochemistry, Genetics and Molecular Biology · Life Sciences

16h-index1.9kcitations38works0.02yr avg
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Research Topics

Gene expression and cancer classification(5), Domain Adaptation and Few-Shot Learning(5), Genomics and Phylogenetic Studies(4), Medical Image Segmentation Techniques(4), Machine Learning and Algorithms(4)

Publications38 total

Uganda Genome Resource Enables Insights into Population History and Genomic Discovery in Africa
UNC Libraries·2024Open Access
End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis
arXiv (Cornell University)·2021Open Access
End-to-End Annotator Bias Approximation on Crowdsourced Single-Label\n Sentiment Analysis
arXiv (Cornell University)·2021· 3 citedOpen Access
Investigating Annotator Bias in Abusive Language Datasets
2021· 5 citedOpen Access
shogun-toolbox/shogun: Shogun 6.0.0 - Baba Nobuharu
Zenodo (CERN European Organization for Nuclear Research)·2017· 2 citedOpen Access
Prediction of potent shRNAs with a sequential classification algorithm
Nature Biotechnology·2017· 196 cited
shogun-toolbox/shogun: Shogun 5.0.0 - Ōtomo no Yakamochi
Zenodo (CERN European Organization for Nuclear Research)·2016· 2 citedOpen Access
Linear mixed model for heritability estimation that explicitly addresses environmental variation
Proceedings of the National Academy of Sciences·2016· 87 citedOpen Access
Framework for Multi-task Multiple Kernel Learning and Applications in Genome Analysis
arXiv (Cornell University)·2015· 1 citedOpen Access
Regularization based multitask learning with applications in computational biology
DepositOnce·2014Open Access
Further Improvements to Linear Mixed Models for Genome-Wide Association Studies
Scientific Reports·2014· 78 citedOpen Access
Graph-regularized 3D shape reconstruction from highly anisotropic and noisy images
Signal Image and Video Processing·2014· 4 citedOpen Access
Greater power and computational efficiency for kernel-based association testing of sets of genetic variants
Bioinformatics·2014· 58 citedOpen Access
Regularization-Based Multitask Learning With Applications to Genome Biology and Biological Imaging
KI - Künstliche Intelligenz·2014· 9 cited
Determinants of robustness in spindle assembly checkpoint signalling
Nature Cell Biology·2013· 127 cited
GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic\n and Noisy Images
arXiv (Cornell University)·2013Open Access
GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images
arXiv (Cornell University)·2013· 1 citedOpen Access
Tapkee: an efficient dimension reduction library
2013· 10 cited
Multi-task Learning for Computational Biology: Overview and Outlook
2013· 3 cited
Efficient Training of Graph-Regularized Multitask SVMs
Lecture notes in computer science·2012· 14 citedOpen Access
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Frequent Co-authors

Gunnar Rätsch(20), Georg Zeller(5), Yasemin Altün(5), Stephanie Heinrich(4), Philipp Drewe(4), David Heckerman(4), Carl Kadie(4), Nora C. Toussaint(4), Marius Kloft(4), Xinghua Lou(4), Stefan R. Henz(3), Vipin T. Sreedharan(3), Gabriele Schweikert(3), Bernhard Schölkopf(3), Sergey Lisitsyn(3), Fernando J. Iglesias García(3), Maximilian Wich(3), Gerhard Hagerer(3), Georg Groh(3), Shefali Umrania(3)