Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking. - Isidoros Tziotis; Constantine Caramanis; Aryan Mokhtari (NeurIPS, 2020)

The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance. - Matthew Faw; Isidoros Tziotis; Constantine Caramanis; Aryan Mokhtari; Sanjay Shakkottai; Rachel A. Ward (COLT, 2022)

Adaptive Node Participation for Straggler-Resilient Federated Learning. - Amirhossein Reisizadeh; Isidoros Tziotis; Hamed Hassani; Aryan Mokhtari; Ramtin Pedarsani (ICASSP, 2022)

Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity. - Amirhossein Reisizadeh; Isidoros Tziotis; Hamed Hassani; Aryan Mokhtari; Ramtin Pedarsani (IEEE J. Sel. Areas Inf. Theory, 2022)

Straggler-Resilient Personalized Federated Learning. - Isidoros Tziotis; Zebang Shen; Ramtin Pedarsani; Hamed Hassani; Aryan Mokhtari (Trans. Mach. Learn. Res., 2023)