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Convergence Analysis of Decentralized ASGD

Convergence Analysis of Decentralized ASGD

7 September 2023
Mauro Dalle Lucca Tosi
Martin Theobald
ArXivPDFHTML

Papers citing "Convergence Analysis of Decentralized ASGD"

5 / 5 papers shown
Title
Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework
Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework
Siyuan Yu
Wei Chen
H. V. Poor
17
0
0
17 Jun 2024
TensAIR: Real-Time Training of Neural Networks from Data-streams
TensAIR: Real-Time Training of Neural Networks from Data-streams
Mauro Dalle Lucca Tosi
V. Venugopal
Martin Theobald
11
0
0
18 Nov 2022
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model
  Communication
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
Marco Bornstein
Tahseen Rabbani
Evana Wang
Amrit Singh Bedi
Furong Huang
FedML
39
17
0
25 Oct 2022
Unbounded Gradients in Federated Learning with Buffered Asynchronous
  Aggregation
Unbounded Gradients in Federated Learning with Buffered Asynchronous Aggregation
Taha Toghani
César A. Uribe
FedML
27
14
0
03 Oct 2022
Pushing the Limits of Semi-Supervised Learning for Automatic Speech
  Recognition
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition
Yu Zhang
James Qin
Daniel S. Park
Wei Han
Chung-Cheng Chiu
Ruoming Pang
Quoc V. Le
Yonghui Wu
VLM
SSL
133
307
0
20 Oct 2020
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