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Christos Louizos — most-cited papers & profile · Federated Learning
← authors
·
overview
Christos Louizos
15
papers ·
403
citations ·
18
h-index
National and Kapodistrian University of Athens
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
2022 · 13 citations
Federated Mixture of Experts
2021 · 9 citations
Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data
2024 · 7 citations
Federated Learning of User Authentication Models
2020 · 5 citations
DP-REC: Private & Communication-Efficient Federated Learning
2021 · 3 citations
Federated Learning of User Verification Models Without Sharing Embeddings
2021 · 2 citations
An Expectation-Maximization Perspective on Federated Learning
2021 · 1 citations
An Information Theoretic Perspective on Conformal Prediction
2024
Hyperparameter Optimization through Neural Network Partitioning
2023
A Mutual Information Perspective on Federated Contrastive Learning
2024
On Sampling Strategies for Spectral Model Sharding
2024
Top co-authors
Matthias Reisser
· 7
Max Welling
· 4
Denis Korzhenkov
· 2
Hossein Hosseini
· 2
Hyunsin Park
· 2
Joseph Soriaga
· 2
Sungrack Yun
· 2
Aleksei Triastcyn
· 1
Alvaro H.C. Correia
· 1
Arash Behboodi
· 1
Bill Lin
· 1
Bruno Mlodozeniec
· 1
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