Maranjyan, Arto

8 publications

ICML 2025 ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning Arto Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona

TMLR 2025 GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity Arto Maranjyan, Mher Safaryan, Peter Richtárik

ICLR 2025 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression Laurent Condat, Arto Maranjyan, Peter Richtárik

UAI 2025 MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times Arto Maranjyan, Omar Shaikh Omar, Peter Richtárik

ICML 2025 Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity Arto Maranjyan, Alexander Tyurin, Peter Richtárik

NeurIPSW 2024 Differentially Private Random Block Coordinate Descent Arto Maranjyan, Abdurakhmon Sadiev, Peter Richtárik

NeurIPSW 2024 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression Laurent Condat, Arto Maranjyan, Peter Richtárik

NeurIPSW 2024 MindFlayer: Efficient Asynchronous Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times Arto Maranjyan, Omar Shaikh Omar, Peter Richtárik