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L 1-norm double backpropagation adversarial defense
Adversarial examples are a challenging open problem for deep neural networks.
TrIK-SVM : an alternative decomposition for kernel methods in Krein spaces
The proposed work aims at proposing a alternative kernel decomposition in the context of kernel machines with indefinite kernels.
Baselines and a datasheet for the Cerema AWP dataset
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.
Using SVDD in SimpleMKL for 3D-Shapes Filtering
This paper proposes the adaptation of Support Vector Data Description (SVDD) to the multiple kernel case (MK-SVDD), based on SimpleMKL.
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