Arto Maranjyan
Affiliations:- King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
According to our database1,
Arto Maranjyan authored at least 14 papers
between 2024 and 2026.
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Bibliography
2026
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging.
CoRR, May, 2026
CoRR, May, 2026
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity.
CoRR, May, 2026
Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction.
CoRR, May, 2026
BiCoLoR: Communication-Efficient Optimization with Bidirectional Compression and Local Training.
CoRR, January, 2026
CoRR, January, 2026
2025
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity.
CoRR, September, 2025
GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity.
Trans. Mach. Learn. Res., 2025
MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times.
Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025
Proceedings of the Forty-second International Conference on Machine Learning, 2025
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning.
Proceedings of the Forty-second International Conference on Machine Learning, 2025
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
MindFlayer: Efficient Asynchronous Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times.
CoRR, 2024