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20182026
most citedDeep Neural Networks with Trainable Activations and Controlled Lipschitz Constant

31 citations · 47 across the 10 of their papers we have counts for

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cs.LG2018

Multi-Kernel Regression with Sparsity Constraint

Shayan Aziznejad, Michael Unser

In this paper, we provide a Banach-space formulation of supervised learning with generalized total-variation (gTV) regularization. We identify the class of kernel functions that ar…

math.PR2018★ 12 cited

Wavelet Analysis of the Besov Regularity of Lévy White Noises

Shayan Aziznejad, Julien Fageot

We characterize the local smoothness and the asymptotic growth rate of the Lévy white noise. We do so by characterizing the weighted Besov spaces in which it is located. We extend…