Nested Distributed Gradient Methods with Stochastic Computation Errors. - Charikleia Iakovidou; Ermin Wei (Allerton, 2019)

Nested Distributed Gradient Methods with Adaptive Quantized Communication. - Albert S. Berahas; Charikleia Iakovidou; Ermin Wei (CDC, 2019)

On the Convergence of NEAR-DGD for Nonconvex Optimization with Second Order Guarantees. - Charikleia Iakovidou; Ermin Wei (CDC, 2021)

S-NEAR-DGD: A Flexible Distributed Stochastic Gradient Method for Inexact Communication. - Charikleia Iakovidou; Ermin Wei (IEEE Trans. Autom. Control., 2023)

Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays. - Charikleia Iakovidou; Kibaek Kim (CoRR, 2024)