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Papers
2002.09539
Cited By

Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays
in Distributed SGD

Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

21 February 2020

ArXiv (abs)PDF HTML

Papers citing "Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD"

11 / 11 papers shown

Adaptive Consensus Gradients Aggregation for Scaled Distributed Training

Adaptive Consensus Gradients Aggregation for Scaled Distributed Training

310

0

0

06 Nov 2024

CO2: Efficient Distributed Training with Full Communication-Computation
Overlap

CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Zhen Qin

317

15

0

29 Jan 2024

Straggler-Resilient Decentralized Learning via Adaptive Asynchronous
Updates

Straggler-Resilient Decentralized Learning via Adaptive Asynchronous UpdatesACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2023

Efstathia Soufleri

273

7

0

11 Jun 2023

EfficientNet for Brain-Lesion classification

EfficientNet for Brain-Lesion classification

Trong-Hieu Nguyen-Mau

81

1

0

09 Aug 2022

Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD

Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD

Bapi Chatterjee

Vyacheslav Kungurtsev

Dan Alistarh

165

2

0

13 Mar 2022

Adaptive Quantization of Model Updates for Communication-Efficient
Federated Learning

Adaptive Quantization of Model Updates for Communication-Efficient Federated LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Divyansh Jhunjhunwala

Advait Gadhikar

Yonina C. Eldar

248

130

0

08 Feb 2021

Accordion: Adaptive Gradient Communication via Critical Learning Regime
Identification

Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification

Saurabh Agarwal

Shivaram Venkataraman

Dimitris Papailiopoulos

205

29

0

29 Oct 2020

Towards Tight Communication Lower Bounds for Distributed Optimisation

Towards Tight Communication Lower Bounds for Distributed OptimisationNeural Information Processing Systems (NeurIPS), 2020

Dan Alistarh

Janne H. Korhonen

202

10

0

16 Oct 2020

Improving Semi-supervised Federated Learning by Reducing the Gradient
Diversity of Models

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models

Zhengming Zhang

Yujun Yan

Joseph E. Gonzalez

Michael W. Mahoney

346

39

0

26 Aug 2020

Tackling the Objective Inconsistency Problem in Heterogeneous Federated
Optimization

Tackling the Objective Inconsistency Problem in Heterogeneous Federated OptimizationNeural Information Processing Systems (NeurIPS), 2020

H. Vincent Poor

758

1,820

0

15 Jul 2020

A Unified Theory of Decentralized SGD with Changing Topology and Local
Updates

A Unified Theory of Decentralized SGD with Changing Topology and Local UpdatesInternational Conference on Machine Learning (ICML), 2020

Anastasia Koloskova

Sebastian U. Stich

650

610

0

23 Mar 2020

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