3 citations · 4 across the 5 of their papers we have counts for
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cs.LG2021★ 3 cited
Muddling Label Regularization: Deep Learning for Tabular Datasets
Karim Lounici, Katia Meziani, Benjamin Riu
Deep Learning (DL) is considered the state-of-the-art in computer vision, speech recognition and natural language processing. Until recently, it was also widely accepted that DL is…
stat.ML2021★ 1 cited
Muddling Labels for Regularization, a novel approach to generalization
Karim Lounici, Katia Meziani, Benjamin Riu
Generalization is a central problem in Machine Learning. Indeed most prediction methods require careful calibration of hyperparameters usually carried out on a hold-out \textit{val…