Simon Henriet

According to our database, Simon Henriet authored at least 5 papers between 2017 and 2020.

Collaborative distances:

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

2020

La désagrégation de consommations électriques dans les grands bâtiments : analyses, simulations et apprentissage non-supervisé par factorisation de matrices. (On solving the non intrusive load monitoring problem in large buildings : analyses, simulations and factorization based unsupervised learning).

Simon Henriet

PhD thesis, 2020

Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms.

Simon Henriet, Benoit Fuentes, Umut Simsekli, Gaël Richard

Proceedings of the NILM '20, 2020

2019

Independent-Variation Matrix Factorization With Application to Energy Disaggregation.

Simon Henriet, Umut Simsekli, Sergio Dos Santos, Benoit Fuentes, Gaël Richard

IEEE Signal Process. Lett., 2019

2018

A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings.

Simon Henriet, Umut Simsekli, Benoit Fuentes, Gaël Richard

CoRR, 2018

2017

Synthetic dataset generation for non-intrusive load monitoring in commercial buildings.

Simon Henriet, Umut Simsekli, Gaël Richard, Benoit Fuentes

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017