Edouard Pineau

Index Institution office homepage group 0 ■ Institut Mines-Telecom 38 None Former PhD students

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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

s

		⇣	⇣	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

Misc

			⇣	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
			⇣	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