Edouard Pineau

According to our database, Edouard Pineau authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Universal hidden monotonic trend estimation with contrastive learning.

Edouard Pineau, Sébastien Razakarivony, Mauricio Gonzalez, Anthony Schrapffer

CoRR, 2022

2020

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

PhD thesis, 2020

Time Series Source Separation with Slow Flows.

Edouard Pineau, Sébastien Razakarivony, Thomas Bonald

CoRR, 2020

Unsupervised ageing detection of mechanical systems on a causality graph.

Edouard Pineau, Sébastien Razakarivony, Thomas Bonald

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Using Laplacian Spectrum as Graph Feature Representation.

Edouard Pineau

CoRR, 2019

Graph Classification with Recurrent Variational Neural Networks.

Edouard Pineau, Nathan de Lara

CoRR, 2019

Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model.

Edouard Pineau, Sébastien Razakarivony, Thomas Bonald

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

2018

A Simple Baseline Algorithm for Graph Classification.

Nathan de Lara, Edouard Pineau

CoRR, 2018

InfoCatVAE: Representation Learning with Categorical Variational Autoencoders.

Edouard Pineau, Marc Lelarge

CoRR, 2018