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Matthew B. Blaschko — most-cited papers & profile · Federated Learning
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overview
Matthew B. Blaschko
9
papers ·
9
citations ·
33
h-index
KU Leuven
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
R-GAP: Recursive Gradient Attack on Privacy
2020 · 4 citations
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
2023 · 2 citations
Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models
2025
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization
2023
Top co-authors
Junyi Zhu
· 2
Ruicong Yao
· 2
Cho Jung Min
· 1
Eunchung Noh
· 1
Jeongwon Min
· 1
Junyi Zhu
· 1
Junyi Zhu
· 1
Mete Ozay
· 1
Savas Ozkan
· 1
Taha Ceritli
· 1
Xingchen Ma
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Privacy
Adversarial Attacks
Security