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Tara Javidi — most-cited papers & profile · Federated Learning
← authors
·
overview
Tara Javidi
9
papers ·
339
citations ·
32
h-index
University of San Diego · University of California San Diego
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Peer-to-peer Federated Learning on Graphs
2019 · 140 citations
Decentralized Bayesian Learning over Graphs
2019 · 25 citations
Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo
2021
SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection
2023
Top co-authors
Farinaz Koushanfar
· 3
Anusha Lalitha
· 2
Adam D. Cobb
· 1
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Agüera y Arcas
· 1
Blake Woodworth
· 1
Brian Jalaian
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy