Isidoros Tziotis

According to our database, Isidoros Tziotis authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

CoRR, 2022

Adaptive Node Participation for Straggler-Resilient Federated Learning.

Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani

Proceedings of the IEEE International Conference on Acoustics, 2022

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

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2020

Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking.

Isidoros Tziotis, Constantine Caramanis, Aryan Mokhtari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020