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Ramtin Pedarsani — most-cited papers & profile · Federated Learning
← authors
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overview
Ramtin Pedarsani
14
papers ·
352
citations ·
0
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Most-cited papers
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
2019 · 261 citations
Robust Federated Learning: The Case of Affine Distribution Shifts
2020 · 64 citations
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
2020 · 15 citations
Decentralized Low-Rank Fine-Tuning of Large Language Models
2025 · 4 citations
Straggler-Resilient Personalized Federated Learning
2022 · 3 citations
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models
2024 · 2 citations
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
2023 · 2 citations
Robust Decentralized Learning with Local Updates and Gradient Tracking
2024 · 1 citations
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
2025
Top co-authors
Amirhossein Reisizadeh
· 4
Mahnoosh Alizadeh
· 4
Sajjad Ghiasvand
· 4
Aryan Mokhtari
· 3
Hamed Hassani
· 3
Ali Jadbabaie
· 2
Isidoros Tziotis
· 2
Farzan Farnia
· 1
Justin Kang
· 1
Kannan Ramchandran
· 1
Yifan Yang
· 1
Zebang Shen
· 1
Topics
Federated Learning
Data Heterogeneity
Optimization
Communication
Privacy
Edge Computing