Neural networks

por Montavon, Grégoire, Orr, Geneviève, Müller, Klaus-Robert, Montavon, Grégoire
Publicado 2012

"What is relevant in a text document?": An interpretable machine learning approach

por Arras, Leila, Horn, Franziska, Montavon, Grégoire, Müller, Klaus-Robert, Samek, Wojciech
Publicado 2017

Computational analysis reveals histotype-dependent molecular profile and actionable mutation effects across cancers

por Heim, Daniel, Montavon, Grégoire, Hufnagl, Peter, Müller, Klaus-Robert, Klauschen, Frederick
Publicado 2018

Explainable AI

por Samek, Wojciech, Montavon, Grégoire, Vedaldi, Andrea, Hansen, Lars Kai, Müller, Klaus-Robert
Publicado 2019

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

por Bach, Sebastian, Binder, Alexander, Montavon, Grégoire, Klauschen, Frederick, Müller, Klaus-Robert, Samek, Wojciech
Publicado 2015

Unmasking Clever Hans predictors and assessing what machines really learn

por Lapuschkin, Sebastian, Wäldchen, Stephan, Binder, Alexander, Montavon, Grégoire, Samek, Wojciech, Müller, Klaus-Robert
Publicado 2019

Patient-level proteomic network prediction by explainable artificial intelligence

por Keyl, Philipp, Bockmayr, Michael, Heim, Daniel, Dernbach, Gabriel, Montavon, Grégoire, Müller, Klaus-Robert, Klauschen, Frederick
Publicado 2022

Single-cell gene regulatory network prediction by explainable AI

por Keyl, Philipp, Bischoff, Philip, Dernbach, Gabriel, Bockmayr, Michael, Fritz, Rebecca, Horst, David, Blüthgen, Nils, Montavon, Grégoire, Müller, Klaus-Robert, Klauschen, Frederick
Publicado 2023