57 citations
- Max Planck SocietyDE3 papers
- Memorial Sloan Kettering Cancer CenterUS2 papers
- Barcelona Institute of Science and TechnologyES1 paper
- Centre for Genomic RegulationES1 paper
- Centro Andaluz de Biología del DesarrolloES1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- European Molecular Biology LaboratoryDE1 paper
- Friedrich Miescher InstituteCH1 paper
- Institució Catalana de Recerca i Estudis AvançatsES1 paper
- Kettering UniversityUS1 paper
- Technische Universität BerlinDE1 paper
- TomTom (Germany)DE1 paper
5 papers
Key features of Turing systems are determined purely by network topology
Xavier Diego, Luciano Marcon, Patrick Müller +1
Turing's theory of pattern formation is a universal model for self-organization, applicable to many systems in physics, chemistry and biology. Essential properties of a Turing syst…
mTim: Rapid and accurate transcript reconstruction from RNA-Seq data
Georg Zeller, Nico Goernitz, Andre Kahles +4
Recent advances in high-throughput cDNA sequencing (RNA-Seq) technology have revolutionized transcriptome studies. A major motivation for RNA-Seq is to map the structure of express…
GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images
Christian Widmer, Philipp Drewe, Xinghua Lou +3
Analysis of microscopy images can provide insight into many biological processes. One particularly challenging problem is cell nuclear segmentation in highly anisotropic and noisy…
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft, Gilles Blanchard
We derive an upper bound on the local Rademacher complexity of -norm multiple kernel learning, which yields a tighter excess risk bound than global approaches. Previous loc…
The Feature Importance Ranking Measure
Alexander Zien, Nicole Kraemer, Soeren Sonnenburg +1
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access…