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ORCIDArto Maranjyan
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- affiliation: King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
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2020 – today
- 2026
[i9]Artavazd Maranjyan:
First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data. CoRR abs/2601.02523 (2026)- [i8]Laurent Condat, Artavazd Maranjyan, Peter Richtárik:
BiCoLoR: Communication-Efficient Optimization with Bidirectional Compression and Local Training. CoRR abs/2601.12400 (2026) - 2025
- [j1]Arto Maranjyan, Mher Safaryan, Peter Richtárik:
GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity. Trans. Mach. Learn. Res. 2025 (2025) - [c4]Laurent Condat, Arto Maranjyan, Peter Richtárik:
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression. ICLR 2025 - [c3]Arto Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona:
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning. ICML 2025 - [c2]Arto Maranjyan, Alexander Tyurin, Peter Richtárik:
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity. ICML 2025 - [c1]Arto Maranjyan, Omar Shaikh Omar, Peter Richtárik:
MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times. UAI 2025: 2928-2957 - [i7]Artavazd Maranjyan, Alexander Tyurin, Peter Richtárik:
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity. CoRR abs/2501.16168 (2025) - [i6]Artavazd Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona:
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning. CoRR abs/2502.00775 (2025) - [i5]Artavazd Maranjyan, Peter Richtárik:
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity. CoRR abs/2509.22860 (2025) - 2024
- [i4]Laurent Condat, Artavazd Maranjyan, Peter Richtárik:
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression. CoRR abs/2403.04348 (2024) - [i3]Artavazd Maranjyan, Omar Shaikh Omar, Peter Richtárik:
MindFlayer: Efficient Asynchronous Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times. CoRR abs/2410.04285 (2024) - [i2]Artavazd Maranjyan, Abdurakhmon Sadiev, Peter Richtárik:
Differentially Private Random Block Coordinate Descent. CoRR abs/2412.17054 (2024) - 2022
- [i1]Artavazd Maranjyan, Mher Safaryan
, Peter Richtárik:
GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity. CoRR abs/2210.16402 (2022)
Coauthor Index
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