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Mahdi Soltanolkotabi — most-cited papers & profile · Federated Learning
← authors
·
overview
Mahdi Soltanolkotabi
11
papers ·
212
citations ·
28
h-index
University of Southern California · California Southern University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
2021 · 12 citations
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
2023 · 8 citations
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
2021 · 3 citations
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
2023 · 1 citations
Top co-authors
Chaoyang He
· 5
Salman Avestimehr
· 5
Sara Babakniya
· 2
Zalan Fabian
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Bill Yuchen Lin
· 1
Blaise Agüera y Arcas
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication