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Partial Model Averaging in Federated Learning: Performance Guarantees
  and Benefits

Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits

Neurocomputing (Neurocomputing), 2022
11 January 2022
Sunwoo Lee
Anit Kumar Sahu
Chaoyang He
Salman Avestimehr
    FedML
ArXiv (abs)PDFHTMLGithub (12★)

Papers citing "Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits"

6 / 6 papers shown
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep LearningKnowledge Discovery and Data Mining (KDD), 2024
Sunwoo Lee
453
3
0
18 Mar 2025
Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogeneous Federated Learning
Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogeneous Federated Learning
Jihyun Lim
Junhyuk Jo
Tuo Zhang
Salman Avestimehr
FedML
338
1
0
14 Mar 2025
Embracing Federated Learning: Enabling Weak Client Participation via
  Partial Model Training
Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training
Sunwoo Lee
Tuo Zhang
Saurav Prakash
Yue Niu
Salman Avestimehr
FedML
280
13
0
21 Jun 2024
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning
  Algorithm
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm
Ahmed Elbakary
Chaouki Ben Issaid
Mohammad Shehab
Karim G. Seddik
Tamer A. ElBatt
Mehdi Bennis
314
8
0
10 Jun 2024
Improving Model Fusion by Training-time Neuron Alignment with Fixed Neuron Anchors
Improving Model Fusion by Training-time Neuron Alignment with Fixed Neuron AnchorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zexi Li
Zhiqi Li
Jie Lin
Zhenyuan Zhang
Tao Lin
Chao Wu
Tao Lin
Chao Wu
469
5
0
02 Feb 2024
Straggler-Resilient Personalized Federated Learning
Straggler-Resilient Personalized Federated Learning
Isidoros Tziotis
Zebang Shen
Ramtin Pedarsani
Hamed Hassani
Aryan Mokhtari
FedML
267
12
0
05 Jun 2022
1
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