69 citations · 200 across the 21 of their papers we have counts for
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math.OC2017★ 27 cited
A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression
Luis M. Briceno-Arias, Giovanni Chierchia, Emilie Chouzenoux +1
In this paper, we propose a new optimization algorithm for sparse logistic regression based on a stochastic version of the Douglas-Rachford splitting method. Our algorithm sweeps t…
cs.CV2017★ 1 cited
SAR image despeckling through convolutional neural networks
G. Chierchia, D. Cozzolino, G. Poggi +1
In this paper we investigate the use of discriminative model learning through Convolutional Neural Networks (CNNs) for SAR image despeckling. The network uses a residual learning s…