Concepedia

Michaël Defferrard

MD

Statistics

Publications

11

Citations

7.5K

H-Index

11

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 computing, computer science, and graph-based learning.

Publications per year

2016–2020

11

Publications

11

Deep Learning On Graphs (Graphsip Summer School)

Michaël Defferrard · Figshare · 2016 · 5.1K citations

Computing, Computer Science, Feature Engineering +16

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

Computing, Computer Science, Feature Engineering +16

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

Nathanaël Perraudin, Michaël Defferrard, T. Kacprzak et al. · Astronomy and Computing · 2019 · 172 citations · Full text

Natural Sciences, Astronomy, Physics +7

FMA: A Dataset For Music Analysis

Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst et al. · arXiv (Cornell University) · 2016 · 162 citations · Full text

Computing, Computer Science, Data Science +16

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

Computing, Computer Science, Feature Engineering +13

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