Grégoire Montavon - Concepedia

Author

Grégoire Montavon

Also Known As

Gregoire Montavon, Grégoire Montavon, Grégoire Montavon (768238), Montavon, Gregoire, Montavon, GrÃ©goire, Montavon, Grégoire, Samek, Wojciech

131

Publications

19K

Citations

H-Index

Concepts

All Affiliations

Technische Universität Berlin Korea University Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute Freie Universität Berlin Berlin Institute for the Foundations of Learning and Data

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	22	6.2K
2	Language Studies	2	2	329
3	Business	1	1	25
4	Management	1	1	18
5	Medicine	1	1	56

Grégoire Montavon

Publications

12.6K

Citations

H-Index

Page 1

	Year	Citations
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation Sebastian Bach, Alexander Binder, Grégoire Montavon, PLoS ONE Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningClassification Decision	2015	4.4K
Methods for interpreting and understanding deep neural networks Grégoire Montavon, Wojciech Samek, Klaus‐Robert Müller Digital Signal Processing	2017	2.6K
Explaining nonlinear classification decisions with deep Taylor decomposition Grégoire Montavon, Sebastian Lapuschkin, Alexander Binder, Pattern Recognition	2016	1.4K
Evaluating the Visualization of What a Deep Neural Network Has Learned Wojciech Samek, Alexander Binder, Grégoire Montavon, IEEE Transactions on Neural Networks and Learning Systems	2016	1.1K
Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies Katja Hansen, Grégoire Montavon, Franziska Biegler, Journal of Chemical Theory and Computation EngineeringMachine LearningMachine Learning ToolComputational ChemistryChemistry	2013	631
Machine learning of molecular electronic properties in chemical compound space Grégoire Montavon, Matthias Rupp, Vivekanand V. Gobre, Repository for Publications and Research Data (ETH Zurich)	2013	391
"What is relevant in a text document?": An interpretable machine learning approach Leila Arras, Franziska Horn, Grégoire Montavon, PLoS ONE EngineeringMachine LearningCorpus LinguisticsText MiningWord Embeddings	2017	265
Higher-Order Explanations of Graph Neural Networks via Relevant Walks Thomas Schnake, Oliver Eberle, Jonas Lederer, IEEE Transactions on Pattern Analysis and Machine Intelligence	2021	238
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Lapuschkin, Alexander Binder, Grégoire Montavon, Convolutional Neural NetworkEngineeringMachine LearningClassification MethodImage Classification	2016	207
Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases Philipp Jurmeister, Michael Bockmayr, Philipp Seegerer, Science Translational Medicine	2019	152

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