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Georgios B. Giannakis — most-cited papers & profile · Federated Learning
← authors
·
overview
Georgios B. Giannakis
11
papers ·
101
citations ·
135
h-index
University of Minnesota · Minnesota Department of Education · University of Minnesota System
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients
2019 · 39 citations
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets
2020 · 13 citations
Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data
2020 · 3 citations
Contractive error feedback for gradient compression
2023
Top co-authors
Tianyi Chen
· 2
Alireza Sadeghi
· 1
and Zaiyue Yang
· 1
Anshumali Shrivastava
· 1
Bingcong Li
· 1
Gang Wang
· 1
Julian Cheng
· 1
Jun Sun
· 1
Meng Ma
· 1
M. J. Hossain
· 1
Parameswaran Raman
· 1
Shuai Zheng
· 1
Topics
Federated Learning
Optimization
Communication
Adversarial Attacks
Data Heterogeneity
Privacy