5 citations · 12 across the 3 of their papers we have counts for
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cs.LG2019★ 5 cited
L 1-norm double backpropagation adversarial defense
Ismaïla Seck, Gaëlle Loosli, Stephane Canu
Adversarial examples are a challenging open problem for deep neural networks. We propose in this paper to add a penalization term that forces the decision function to be at in some…
cs.LG2019★ 4 cited
TrIK-SVM : an alternative decomposition for kernel methods in Krein spaces
Gaëlle Loosli
The proposed work aims at proposing a alternative kernel decomposition in the context of kernel machines with indefinite kernels. The original paper of KSVM (SVM in Kreǐn spaces) u…
cs.LG2018
Baselines and a datasheet for the Cerema AWP dataset
Ismaïla Seck, Khouloud Dahmane, Pierre Duthon +1
This paper presents the recently published Cerema AWP (Adverse Weather Pedestrian) dataset for various machine learning tasks and its exports in machine learning friendly format. W…