Klaus‐Robert Müller

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, Grégoire Montavon et al. · PLoS ONE · 2015 · 4.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Methods for interpreting and understanding deep neural networks

Grégoire Montavon, Wojciech Samek, Klaus‐Robert Müller · Digital Signal Processing · 2017 · 2.7K citations · Full text

Computing, Computer Science, Data Science +14

Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

Matthias Rupp, Alexandre Tkatchenko, Klaus‐Robert Müller et al. · Physical Review Letters · 2012 · 2.4K citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

Benjamin Blankertz, Ryota Tomioka, Steven Lemm et al. · IEEE Signal Processing Magazine · 2008 · 2.1K citations

Engineering, Computer Science, Neuroscience +17