Concepedia

Grégoire Montavon

GM

Statistics

Publications

46

Citations

13.1K

H-Index

26

Active since

2010

Affiliations

Technische Universität Berlin(Current)

Korea University

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Max Planck Institute for Informatics

Freie Universität Berlin

Grégoire Montavon is an author at Technische Universität Berlin specializing in machine learning, computer science, and computing.

Publications per year

2010–2025

46

Publications

46

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

Explaining nonlinear classification decisions with deep Taylor decomposition

Grégoire Montavon, Sebastian Lapuschkin, Alexander Binder et al. · Pattern Recognition · 2016 · 1.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Evaluating the Visualization of What a Deep Neural Network Has Learned

Wojciech Samek, Alexander Binder, Grégoire Montavon et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 1.2K citations

Computing, Computer Science, Computer Vision +12

Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies

Katja Hansen, Grégoire Montavon, Franziska Biegler et al. · Journal of Chemical Theory and Computation · 2013 · 645 citations · Full text

Natural Sciences, Chemistry, Machine Learning +16

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