Mher Safaryan
Orcid: 0000-0001-6290-1398
According to our database1,
Mher Safaryan
authored at least 16 papers
between 2020 and 2024.
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Bibliography
2024
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation.
Trans. Mach. Learn. Res., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity.
CoRR, 2022
Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor.
CoRR, 2020