88 citations · 143 across the 35 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…
math.OC2017★ 1 cited
Forward-Backward-Half Forward Algorithm for Solving Monotone Inclusions
Luis M. Briceño-Arias, Damek Davis
Tseng's algorithm finds a zero of the sum of a maximally monotone operator and a monotone continuous operator by evaluating the latter twice per iteration. In this paper, we modify…