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Edouard Pineau

Edouard Pineau
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0  Institut Mines-Telecom38NoneFormer PhD students

Books And Theses

Contributions to representation learning of multivariate time series and graphs Contributions à l'apprentissage de représentation de séries temporelles multivariées et de graphes,
Edouard Pineau ,
2020

Articles

Unsupervised ageing detection of mechanical systems on a causality graph,
Edouard Pineau , Sebastien Razakarivony, Thomas Bonald ,
ICMLA 2020, Miami (On Line), United States
Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model,
Edouard Pineau , Sebastien Razakarivony, Thomas Bonald ,
AALTD@PKDD/ECML 2019, Wurzburg, Germany

Reports

Time Series Source Separation with Slow Flows,
Edouard Pineau , Sebastien Razakarivony, Thomas Bonald ,
CoRR 2020, (On line ), France
Graph Classification with Recurrent Variational Neural Networks,
Edouard Pineau , Nathan De Lara ,
CoRR 2019
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders,
Edouard Pineau , Marc Lelarge ,
CoRR 2018
A Simple Baseline Algorithm for Graph Classification,
Nathan De Lara , Edouard Pineau ,
CoRR 2018