2 papers
cs.LG2021
Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework
Benoit Fuentes, Gaël Richard
We present a new probabilistic model to address semi-nonnegative matrix factorization (SNMF), called Skellam-SNMF. It is a hierarchical generative model consisting of prior compone…
cs.OH2018
A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings
Simon Henriet, Umut Simsekli, Benoit Fuentes +1
In the recent years, there has been an increasing academic and industrial interest for analyzing the electrical consumption of commercial buildings. Whilst having similarities with…