32 citations · 72 across the 9 of their papers we have counts for
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cs.LG2020
Adversarial Weighting for Domain Adaptation in Regression
Antoine de Mathelin, Guillaume Richard, Francois Deheeger +2
We present a novel instance-based approach to handle regression tasks in the context of supervised domain adaptation under an assumption of covariate shift. The approach developed…
stat.ML2020★ 10 cited
Autoencoder-based time series clustering with energy applications
Guillaume Richard, Benoît Grossin, Guillaume Germaine +2
Time series clustering is a challenging task due to the specific nature of the data. Classical approaches do not perform well and need to be adapted either through a new distance m…