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Aryan Mokhtari — most-cited papers & profile · Federated Learning
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overview
Aryan Mokhtari
10
papers ·
798
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized Federated Learning: A Meta-Learning Approach
2020 · 364 citations
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
2019 · 261 citations
Exploiting Shared Representations for Personalized Federated Learning
2021 · 69 citations
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
2022 · 46 citations
Federated Learning with Compression: Unified Analysis and Sharp Guarantees
2020 · 28 citations
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
2020 · 15 citations
Network Adaptive Federated Learning: Congestion and Lossy Compression
2023 · 8 citations
Straggler-Resilient Personalized Federated Learning
2022 · 3 citations
Top co-authors
Hamed Hassani
· 5
Ramtin Pedarsani
· 3
Amirhossein Reisizadeh
· 2
Isidoros Tziotis
· 2
Liam Collins
· 2
Sanjay Shakkottai
· 2
Ali Jadbabaie
· 1
Alireza Fallah
· 1
Asuman Ozdaglar
· 1
Farzin Haddadpour
· 1
Gustavo de Veciana
· 1
Mehrdad Mahdavi
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Communication
Privacy