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Federated Learning with Matched Averaging

Federated Learning with Matched Averaging

International Conference on Learning Representations (ICLR), 2020
15 February 2020
Hongyi Wang
Mikhail Yurochkin
Yuekai Sun
Dimitris Papailiopoulos
Y. Khazaeni
    FedML
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "Federated Learning with Matched Averaging"

50 / 551 papers shown
Stragglers Can Contribute More: Uncertainty-Aware Distillation for Asynchronous Federated Learning
Stragglers Can Contribute More: Uncertainty-Aware Distillation for Asynchronous Federated Learning
Yujia Wang
Fenglong Ma
Jinghui Chen
FedML
323
0
0
25 Nov 2025
ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models
ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models
Yujia Wang
Yuanpu Cao
Jinghui Chen
FedML
326
0
0
25 Nov 2025
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Z. Pan
Zhikang Chen
Ding Li
Min Zhang
Sen Cui
...
Yi Yang
Deheng Ye
Yu Zhang
T. Zhu
Tianling Ren
MoMeCLLFedML
377
0
0
24 Nov 2025
Federated Learning Framework for Scalable AI in Heterogeneous HPC and Cloud Environments
Federated Learning Framework for Scalable AI in Heterogeneous HPC and Cloud Environments
Sangam Ghimire
Paribartan Timalsina
Nirjal Bhurtel
Bishal Neupane
Bigyan Byanju Shrestha
Subarna Bhattarai
Prajwal Gaire
Jessica Thapa
Sudan Jha
FedML
346
0
0
22 Nov 2025
FedSparQ: Adaptive Sparse Quantization with Error Feedback for Robust & Efficient Federated Learning
FedSparQ: Adaptive Sparse Quantization with Error Feedback for Robust & Efficient Federated Learning
Chaimaa Medjadji
Sadi Alawadi
Feras M. Awaysheh
Guilain Leduc
Sylvain Kubler
Yves Le Traon
FedMLMQ
286
0
0
05 Nov 2025
Federated Learning via Meta-Variational Dropout
Federated Learning via Meta-Variational DropoutNeural Information Processing Systems (NeurIPS), 2025
Insu Jeon
Minui Hong
Junhyeog Yun
Gunhee Kim
FedML
290
11
0
23 Oct 2025
BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity
BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity
Alejandro Guerra-Manzanares
Omar El-Herraoui
Michail Maniatakos
Farah E. Shamout
191
0
0
15 Oct 2025
Robustness and Regularization in Hierarchical Re-Basin
Robustness and Regularization in Hierarchical Re-BasinThe European Symposium on Artificial Neural Networks (ESANN), 2025
Benedikt Franke
Florian Heinrich
Markus Lange
Arne P. Raulf
MoMeAAML
346
1
0
10 Oct 2025
FedDTRE: Federated Dialogue Generation Models Powered by Trustworthiness Evaluation
FedDTRE: Federated Dialogue Generation Models Powered by Trustworthiness Evaluation
Shule Lu
LingXiang Wang
Sijia Wen
Ziwei Wang
Hainan Zhang
FedML
137
0
0
09 Oct 2025
Do We Really Need Permutations? Impact of Model Width on Linear Mode Connectivity
Do We Really Need Permutations? Impact of Model Width on Linear Mode Connectivity
Akira Ito
Masanori Yamada
Daiki Chijiwa
Atsutoshi Kumagai
MoMe
252
0
0
09 Oct 2025
Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
J. Allcock
Joao F. Doriguello
Gábor Ivanyos
M. Santha
269
3
0
08 Oct 2025
Trade-off in Estimating the Number of Byzantine Clients in Federated Learning
Trade-off in Estimating the Number of Byzantine Clients in Federated Learning
Z. Chen
Su Zhang
Heng Huang
FedML
187
0
0
06 Oct 2025
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
Danni Yang
Zhikang Chen
Sen Cui
Mengyue Yang
D. Li
Abudukelimu Wuerkaixi
Xue Yang
Jinke Ren
Mingming Gong
FedML
162
2
0
28 Sep 2025
Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning
Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning
Nour Jamoussi
Giuseppe Serra
Photios A. Stavrou
Marios Kountouris
FedML
214
0
0
12 Sep 2025
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg
Like Jian
Dong Liu
FedML
142
0
0
18 Aug 2025
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation
Pinci Yang
Peisong Wen
Ke Ma
Qianqian Xu
CLLTTA
307
0
0
18 Aug 2025
AI Security Map: Holistic Organization of AI Security Technologies and Impacts on Stakeholders
AI Security Map: Holistic Organization of AI Security Technologies and Impacts on Stakeholders
Hiroya Kato
Kentaro Kita
Kento Hasegawa
Seira Hidano
133
0
0
12 Aug 2025
Decoupled Contrastive Learning for Federated Learning
Decoupled Contrastive Learning for Federated Learning
Hyungbin Kim
Incheol Baek
Yon Dohn Chung
FedML
221
0
0
06 Aug 2025
Cyst-X: A Federated AI System Outperforms Clinical Guidelines to Detect Pancreatic Cancer Precursors and Reduce Unnecessary Surgery
Cyst-X: A Federated AI System Outperforms Clinical Guidelines to Detect Pancreatic Cancer Precursors and Reduce Unnecessary Surgery
Hongyi Pan
Gorkem Durak
Elif Keles
Deniz Seyithanoglu
Zheyuan Zhang
...
Tamas Gonda
Frank H. Miller
Rajesh N. Keswani
Michael B. Wallace
Ulas Bagci
MedIm
539
0
0
29 Jul 2025
Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems
Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems
Sajid Hussain
Muhammad Sohail
Nauman Ali Khan
Naima Iltaf
Ihtesham ul Islam
AI4TS
324
0
0
24 Jun 2025
Flat Channels to Infinity in Neural Loss Landscapes
Flat Channels to Infinity in Neural Loss Landscapes
Flavio Martinelli
Alexander Van Meegen
Berfin Simsek
W. Gerstner
Johanni Brea
398
3
0
17 Jun 2025
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
Devin Kwok
Gül Sena Altıntaş
Colin Raffel
David Rolnick
474
3
0
16 Jun 2025
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
Sunny Gupta
Nikita Jangid
Amit Sethi
FedML
220
0
0
09 Jun 2025
PCDVQ: Enhancing Vector Quantization for Large Language Models via Polar Coordinate Decoupling
PCDVQ: Enhancing Vector Quantization for Large Language Models via Polar Coordinate Decoupling
Yuxuan Yue
Zukang Xu
Zhihang Yuan
Dawei Yang
Jianglong Wu
Liqiang Nie
MQ
324
0
0
05 Jun 2025
Optimal Transport-based Domain Alignment as a Preprocessing Step for Federated Learning
Optimal Transport-based Domain Alignment as a Preprocessing Step for Federated LearningInternational Conference on Information Photonics (ICIP), 2025
Luiz Manella Pereira
M. Amini
FedML
294
0
0
04 Jun 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
Zijian Li
Xiaocheng Feng
Huixin Liu
Yichong Huang
Ting Liu
Bing Qin
MoMe
429
0
0
03 Jun 2025
Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset
Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset
Abhisek Ray
Lukas Esterle
OOD
199
0
0
31 May 2025
Accelerated Training of Federated Learning via Second-Order Methods
Accelerated Training of Federated Learning via Second-Order Methods
Mrinmay Sen
Sidhant R Nair
C Krishna Mohan
FedML
258
0
0
29 May 2025
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
Geetika
Somya Tyagi
Bapi Chatterjee
FedML
250
0
0
27 May 2025
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
Junming Liu
Yanting Gao
Siyuan Meng
Yifei Sun
Aoqi Wu
Yufei Jin
Yirong Chen
Botian Shi
Guosun Zeng
304
3
0
26 May 2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
Huan Wang
Haoran Li
H. Chen
Jun Yan
Lijuan Wang
Jiahua Shi
Shiping Chen
Jun Shen
FedML
337
1
0
25 May 2025
Distributionally Robust Federated Learning with Client Drift Minimization
Distributionally Robust Federated Learning with Client Drift Minimization
Mounssif Krouka
Chaouki Ben Issaid
Mehdi Bennis
OODFedML
256
1
0
21 May 2025
FlexFed: Mitigating Catastrophic Forgetting in Heterogeneous Federated Learning in Pervasive Computing Environments
FlexFed: Mitigating Catastrophic Forgetting in Heterogeneous Federated Learning in Pervasive Computing Environments
Sara Alosaime
Arshad Jhumka
209
0
0
19 May 2025
Incentivizing Inclusive Contributions in Model Sharing Markets
Incentivizing Inclusive Contributions in Model Sharing MarketsNature Communications (Nat Commun), 2025
Enpei Zhang
Jingyi Chai
Guangyi Liu
Yanfeng Wang
Siheng Chen
TDIFedML
996
3
0
05 May 2025
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End DevicesIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Zhengyi Zhong
Weidong Bao
Ji Wang
Jianguo Chen
Lingjuan Lyu
Wei Yang Bryan Lim
CLL
546
10
0
01 May 2025
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization
Shuai Gong
C. Cui
Xiaolin Dong
Xiushan Nie
Lei Zhu
Xiaojun Chang
FedMLMoE
343
0
0
29 Apr 2025
Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data
Learning Critically: Selective Self Distillation in Federated Learning on Non-IID DataIEEE Transactions on Big Data (IEEE Trans. Big Data), 2024
Yuting He
Yiqiang Chen
Xiaodong Yang
H. Yu
Yi-Hua Huang
Yang Gu
FedML
502
31
0
20 Apr 2025
Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification
Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification
Yue Li
L. Zhang
357
5
0
16 Apr 2025
Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference
Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference
Yuta Matsui
Ryosuke Yamaki
Ryo Ueda
Seitaro Shinagawa
Tadahiro Taniguchi
MLLM
377
5
0
13 Apr 2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments
Query-based Knowledge Transfer for Heterogeneous Learning EnvironmentsInternational Conference on Learning Representations (ICLR), 2025
Norah Alballa
Wenxuan Zhang
Ziquan Liu
A. Abdelmoniem
Mohamed Elhoseiny
Marco Canini
403
2
0
12 Apr 2025
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
Mrityunjoy Gain
Kitae Kim
Avi Deb Raha
Apurba Adhikary
Eui-nam Huh
Zhu Han
Choong Seon Hong
FedML
264
1
0
08 Apr 2025
Operator Learning: A Statistical Perspective
Operator Learning: A Statistical Perspective
Unique Subedi
Ambuj Tewari
348
0
0
04 Apr 2025
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Siladittya Manna
Suresh Das
Sayantari Ghosh
Saumik Bhattacharya
FedML
267
3
0
30 Mar 2025
FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning
FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning
Dongping Liao
X. Gao
Yabo Xu
Chengzhong Xu
FedMLVLM
325
0
0
28 Mar 2025
AIGC-assisted Federated Learning for Edge Intelligence: Architecture Design, Research Challenges and Future Directions
AIGC-assisted Federated Learning for Edge Intelligence: Architecture Design, Research Challenges and Future Directions
Xianke Qiang
Zheng Chang
Ying-Chang Liang
FedML
323
0
0
26 Mar 2025
Distributionally Robust Federated Learning: An ADMM Algorithm
Distributionally Robust Federated Learning: An ADMM Algorithm
Wen Bai
Yi Wong
Xiao Qiao
Chin Pang Ho
FedMLOOD
386
0
0
24 Mar 2025
FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors
FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client VectorsComputer Vision and Pattern Recognition (CVPR), 2025
Changlong Shi
He Zhao
Bingjie Zhang
Mingyuan Zhou
Dandan Guo
Yi Chang
454
17
0
20 Mar 2025
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking
FedLWS: Federated Learning with Adaptive Layer-wise Weight ShrinkingInternational Conference on Learning Representations (ICLR), 2025
Changlong Shi
Jinmeng Li
He Zhao
D. Guo
Yi Chang
FedML
444
4
0
19 Mar 2025
Aggregation on Learnable Manifolds for Asynchronous Federated Optimization
Aggregation on Learnable Manifolds for Asynchronous Federated Optimization
Archie Licudi
A. Thakur
Soheila Molaei
Danielle Belgrave
David Clifton
FedML
403
0
0
18 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models
A Survey on Federated Fine-tuning of Large Language Models
Yebo Wu
Chunlin Tian
Jingguang Li
He Sun
Kahou Tam
...
Haicheng Liao
Zhijiang Guo
Li Li
Chengzhong Xu
Chengzhong Xu
FedML
662
5
0
15 Mar 2025
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