People

Edouard Pineau

Edouard Pineau

Institution:

■ Institut Mines-Telecom

Office:

38

Groups:

Former PhD student

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

Universal hidden monotonic trend estimation with contrastive learning,
Edouard Pineau, Sebastien Razakarivony, Mauricio Gonzalez, Anthony Schrapffer,
CoRR 2022

Time Series Source Separation with Slow Flows,
Edouard Pineau ■, Sebastien Razakarivony, Thomas Bonald ■,
CoRR 2020, (On line ), France

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

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

Patent

PROCÉDÉ D'ÉVALUATION DE L'ÉTAT RELATIF D'UN MOTEUR D'AÉRONEF,
Edouard Pineau, Sébastien Razakarivony, Thomas Bonald ■,
2023, France

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