Klaus-Robert Muller

Higher-Order Explanations of Graph Neural Networks via Relevant Walks.

Shinichi Nakajima, Thomas Schnake, Oliver Eberle, 2020 .

Information geometry meets BCI spatial filtering using divergences

Wojciech Samek, Klaus-Robert Muller, 2014, 2014 International Winter Workshop on Brain-Computer Interface (BCI).

Multimodal imaging technique for rapid response brain-computer interface feedback

Siamac Fazli, Seong-Whan Lee, Jens Steinbrink, 2013, 2013 International Winter Workshop on Brain-Computer Interface (BCI).

Classifying directions in continuous arm movement from EEG signals

Seong-Whan Lee, Klaus-Robert Muller, Jeong-Seok Woo, 2015, The 3rd International Winter Conference on Brain-Computer Interface.

Rethinking Assumptions in Deep Anomaly Detection pdf

Marius Kloft, Klaus-Robert Muller, Robert A. Vandermeulen, 2020, ArXiv.

Langevin Cooling for Domain Translation pdf

Shinichi Nakajima, Wojciech Samek, Klaus-Robert Muller, 2020, ArXiv.

Toward exoskeleton control based on steady state visual evoked potentials

Seong-Whan Lee, Klaus-Robert Muller, No-Sang Kwak, 2014, 2014 International Winter Workshop on Brain-Computer Interface (BCI).

Finding and Removing Clever Hans: Using Explanation Methods to Debug and Improve Deep Models

Wojciech Samek, Sebastian Lapuschkin, Klaus-Robert Muller, 2019 .

Explainable Deep One-Class Classification pdf

Marius Kloft, Klaus-Robert Muller, Robert A. Vandermeulen, 2020, ArXiv.

Efficient Exact Inference With Loss Augmented Objective in Structured Learning.

Shinichi Nakajima, Alexander Bauer, Klaus-Robert Muller, 2017, IEEE transactions on neural networks and learning systems.