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Robert Sim — most-cited papers & profile · Federated Learning
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Robert Sim
12
papers ·
53
citations ·
0
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Most-cited papers
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
2022 · 22 citations
Project Florida: Federated Learning Made Easy
2023 · 3 citations
Federated Multilingual Models for Medical Transcript Analysis
2022 · 2 citations
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
2023 · 2 citations
Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
2023 · 1 citations
Top co-authors
Dimitrios Dimitriadis
· 3
Ahmed Hassan Awadallah
· 2
Anastasios Kyrillidis
· 2
Chen Dun
· 2
Daniel Madrigal Diaz
· 2
Guoqing Zheng
· 2
Jialei Chen
· 2
Danny Karmon
· 1
Topics
Federated Learning
Data Heterogeneity
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