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Kaan Ozkara — most-cited papers & profile · Federated Learning
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Kaan Ozkara
6
papers ·
13
citations
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Most-cited papers
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
2021 · 5 citations
QuPeL: Quantized Personalization with Applications to Federated Learning
2021 · 2 citations
A Generative Framework for Personalized Learning and Estimation: Theory, Algorithms, and Privacy
2022 · 2 citations
SPIRE: Conditional Personalization for Federated Diffusion Generative Models
2025
ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
2024
Top co-authors
Ruida Zhou
· 2
Topics
Federated Learning
Optimization
Data Heterogeneity
Privacy