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math.OC2024
On the Characteristics of the Conjugate Function Enabling Effective Dual Decomposition Methods
Hansi Abeynanda, Chathuranga Weeraddana, Carlo Fischione
We investigate a novel characteristic of the conjugate function associated to a generic convex optimization problem, which can subsequently be leveraged for efficient dual decompos…
math.OC2021
On the Primal Feasibility in Dual Decomposition Methods Under Additive and Bounded Errors
Hansi Abeynanda, Chathuranga Weeraddana, G. H. J. Lanel +1
With the unprecedented growth of signal processing and machine learning application domains, there has been a tremendous expansion of interest in distributed optimization methods t…