Publication

Inertial Three-Operator Splitting Method and Applications

Volkan Cevher, Alp Yurtsever, Cong Bang Vu
2019
Poster talk

Abstract

We introduce an inertial variant of the forward-Douglas-Rachford splitting and analyze its convergence. We specify an instance of the proposed method to the three-composite convex minimization template. We provide practical guidance on the selection of the inertial parameter based on the adaptive starting idea. Finally, we illustrate the practical performance of our method in various machine learning applications.

Official source

https://infoscience.epfl.ch/record/265383?ln=en

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Inertial Three-Operator Splitting Method and Applications

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