30 citations · 76 across the 19 of their papers we have counts for
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cs.LG2020
Model family selection for classification using Neural Decision Trees
Anthea Mérida Montes de Oca, Argyris Kalogeratos, Mathilde Mougeot
Model selection consists in comparing several candidate models according to a metric to be optimized. The process often involves a grid search, or such, and cross-validation, which…
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…