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math.OC2024★ 1 cited
A New Lineserach for Accelerated Composite Minimization
Reza Rahimi Baghbadorani, Sergio Grammatico, Peyman Mohajerin Esfahani
The choice of the stepsize in first-order convex optimization is typically based on the smoothness constant and plays a crucial role in the performance of algorithms. Recently, the…
math.OC2024
Estimation Network Design framework for efficient distributed optimization
Mattia Bianchi, Sergio Grammatico
Distributed decision problems features a group of agents that can only communicate over a peer-to-peer network, without a central memory. In applications such as network control an…