Concepedia

Michaël Defferrard

MD

Statistics

Publications

10

Citations

7.3K

H-Index

10

Active since

2016

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Swiss Data Science Center

Michaël Defferrard is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningGraph TheoryNatural Language ProcessingArtsMusicCosmology

Publications per year

2016–2020

10

Publications

10

Deep Learning On Graphs (Graphsip Summer School)

Michaël Defferrard · Figshare · 2016 · 5.1K citations

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

Geometric Learning, Graph Sparsity, Graph Neural Network +14

DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications

Nathanaël Perraudin, Michaël Defferrard, T. Kacprzak et al. · Astronomy and Computing · 2019 · 164 citations · Full text

Convolutional Neural Network, Engineering, Cosmology +4

FMA: A Dataset For Music Analysis

Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst et al. · arXiv (Cornell University) · 2016 · 161 citations · Full text

Music, Natural Language Processing, Free Music Archive +15

Fma: A Dataset For Music Analysis.

Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2017 · 100 citations · Full text

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