Concepedia

Grégoire Montavon

GM

45

Publications

12.6K

Citations

25

H-Index

2010

Active since

Affiliations

Technische Universität Berlin(Current)

Korea University

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Freie Universität Berlin

Berlin Institute for the Foundations of Learning and Data

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

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer SciencePattern RecognitionArtificial IntelligenceExplainable AiMachine VisionInterpretability

Publications per year

2010–2025

45

Publications

45

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 · 4.4K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +23

Methods for interpreting and understanding deep neural networks

Grégoire Montavon, Wojciech Samek, Klaus‐Robert Müller · Digital Signal Processing · 2017 · 2.6K citations · Full text

Explaining nonlinear classification decisions with deep Taylor decomposition

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

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 · 1.1K citations

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 · 631 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

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