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George J. Pappas — most-cited papers & profile · Federated Learning
← authors
·
overview
George J. Pappas
29
papers ·
170
citations ·
98
h-index
Defense Threat Reduction Agency · Lawrence Technological University · California University of Pennsylvania · University of Pennsylvania · Philadelphia University
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Most-cited papers
Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients
2021 · 39 citations
Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity
2023 · 6 citations
Exploiting Heterogeneity in Robust Federated Best-Arm Identification
2021 · 3 citations
Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
2023 · 1 citations
Top co-authors
Aritra Mitra
· 4
Hamed Hassani
· 2
and Hamed Hassani
· 1
Han Wang
· 1
James Anderson
· 1
Nicolo Dal Fabbro
· 1
Rayana Jaafar
· 1
Topics
Federated Learning
Data Heterogeneity
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