By Harshal Kaushik and Farzad Yousefian

Motivated by applications arising from sensor networks and machine learning, we consider the problem of minimizing a finite sum of nondifferentiable convex functions where each component function is associated with an agent and a hard-to-project constraint set. Among well-known avenues to address finite sum problems is the class of incremental... Show more

September 29, 2020

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An Incremental Gradient Method for Large-scale Distributed Nonlinearly Constrained Optimization

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