Jean-Baptiste Cordonnier

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I am a PhD candidate at EPFL supervised by Prof. Martin Jaggi in the Machine Learning and Optimization lab. I work closely with Andreas Loukas on graph related topics. I received my Bachelor and Master degrees in Communication Systems at EPFL.

My research interests include unsupervised knowledge extraction, graph neural networks, natural language processing and distributed optimization.

jean-baptiste.cordonnier@epfl.ch

Publications

On the Relationship between Self-Attention and Convolutional Layers
Jean-Baptiste Cordonnier, Andreas Loukas and Martin Jaggi.
ArXiv preprint • PDFCodeBlogSlidesBibTex @article{cordonnier2019relationship, title={On the Relationship between Self-Attention and Convolutional Layers}, author={Jean-Baptiste Cordonnier and Andreas Loukas and Martin Jaggi}, year={2019}, eprint={1911.03584}, archivePrefix={arXiv}, primaryClass={cs.LG} }

Extrapolating Paths with Graph Neural Networks
Jean-Baptiste Cordonnier and Andreas Loukas.
IJCAI 2019 • PDFCodeBibTex @inproceedings{DBLP:conf/ijcai/CordonnierL19, author = {Jean{-}Baptiste Cordonnier and Andreas Loukas}, title = {Extrapolating Paths with Graph Neural Networks}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {2187--2194}, year = {2019} }

Sparsified SGD with Memory
Sebastian U. Stich, Jean-Baptiste Cordonnier and Martin Jaggi.
NeurIPS 2018 • PDFPosterCodeBibTex @inproceedings{DBLP:conf/nips/StichCJ18, author = {Sebastian U. Stich and Jean{-}Baptiste Cordonnier and Martin Jaggi}, title = {Sparsified {SGD} with Memory}, booktitle = {NeurIPS}, pages = {4452--4463}, year = {2018} }

Convex Optimization using Sparsified SGD with Memory
Jean-Baptiste Cordonnier.
Master thesis EPFL • PDFBibTex @article{Cordonnier:262760, title = {Convex Optimization using Sparsified Stochastic Gradient Descent with Memory}, author = {Cordonnier, Jean-Baptiste}, pages = {49 pages}, year = {2018}, url = {http://infoscience.epfl.ch/record/262760}, }

Avalanche Accidents Visualization
Jean-Baptiste Cordonnier, Brune Bastide and Arnaud Lesimple.
AMLD 2018 • Website
Best project award in Applied Data Analysis course

Contact me

You can consult my CV or check out my activity on Github and my LinkedIn profile. Don't hesitate to drop me an email.