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Isidoros Tziotis
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 7
Top Topics
Faster Convergence
Step Size
Convex Optimization
Top Venues
CoRR
IEEE J. Sel. Areas Inf. Theory
ICASSP
COLT
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Publications
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Matthew Faw
,
Isidoros Tziotis
,
Constantine Caramanis
,
Aryan Mokhtari
,
Sanjay Shakkottai
,
Rachel Ward
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.
COLT
(2022)
Amirhossein Reisizadeh
,
Isidoros Tziotis
,
Hamed Hassani
,
Aryan Mokhtari
,
Ramtin Pedarsani
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity.
IEEE J. Sel. Areas Inf. Theory
3 (2) (2022)
Matthew Faw
,
Isidoros Tziotis
,
Constantine Caramanis
,
Aryan Mokhtari
,
Sanjay Shakkottai
,
Rachel Ward
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.
CoRR
(2022)
Isidoros Tziotis
,
Zebang Shen
,
Ramtin Pedarsani
,
Hamed Hassani
,
Aryan Mokhtari
Straggler-Resilient Personalized Federated Learning.
CoRR
(2022)
Amirhossein Reisizadeh
,
Isidoros Tziotis
,
Hamed Hassani
,
Aryan Mokhtari
,
Ramtin Pedarsani
Adaptive Node Participation for Straggler-Resilient Federated Learning.
ICASSP
(2022)
Amirhossein Reisizadeh
,
Isidoros Tziotis
,
Hamed Hassani
,
Aryan Mokhtari
,
Ramtin Pedarsani
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity.
CoRR
(2020)
Isidoros Tziotis
,
Constantine Caramanis
,
Aryan Mokhtari
Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking.
NeurIPS
(2020)