15 citations · 44 across the 11 of their papers we have counts for
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math.OC2023
Moreau Envelope ADMM for Decentralized Weakly Convex Optimization
Reza Mirzaeifard, Naveen K. D. Venkategowda, Alexander Jung +1
This paper proposes a proximal variant of the alternating direction method of multipliers (ADMM) for distributed optimization. Although the current versions of ADMM algorithm provi…
math.OC2023
Private Networked Federated Learning for Nonsmooth Objectives
François Gauthier, Cristiano Gratton, Naveen K. D. Venkategowda +1
This paper develops a networked federated learning algorithm to solve nonsmooth objective functions. To guarantee the confidentiality of the participants with respect to each other…