M. Rostami

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20232026

most citedFedScalar: Federated Learning with Scalar Communication for Bandwidth-Constrained Networks

1 citations · 1 across the 7 of their papers we have counts for

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math.OC2024

Time-Varying Convex Optimization with $O (n)$ Computational Complexity

M. Rostami, S. S. Kia

In this article, we consider the problem of unconstrained time-varying convex optimization, where the cost function changes with time. We provide an in-depth technical analysis of…

math.OC2023

First-Order Dynamic Optimization for Streaming Convex Costs

M. Rostami, H. Moradian, S. S. Kia

This paper proposes a set of novel optimization algorithms for solving a class of convex optimization problems with time-varying streaming cost function. We develop an approach to…

Time-Varying Convex Optimization with O(n) Computational Complexity

First-Order Dynamic Optimization for Streaming Convex Costs

Time-Varying Convex Optimization with $O (n)$ Computational Complexity