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Sajani Vithana — most-cited papers & profile · Federated Learning
← authors
·
overview
Sajani Vithana
10
papers ·
31
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Private Read Update Write (PRUW) with Storage Constrained Databases
2022 · 12 citations
Private Federated Submodel Learning with Sparsification
2022 · 10 citations
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning
2022 · 6 citations
Private Read Update Write (PRUW) With Heterogeneous Databases
2023 · 2 citations
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification
2022 · 1 citations
Rate-Privacy-Storage Tradeoff in Federated Learning with Top $r$ Sparsification
2022
Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification
2022
Private Read-Update-Write with Controllable Information Leakage for Storage-Efficient Federated Learning with Top $r$ Sparsification
2023
Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases
2023
Correlated Privacy Mechanisms for Differentially Private Distributed Mean Estimation
2024
Top co-authors
Şennur Ulukuş
· 9
Flavio P. Calmon
· 1
Haewon Jeong
· 1
Viveck R. Cadambe
· 1
Topics
Privacy
Federated Learning
Communication
cs.DB
stat.ML
Data Heterogeneity
Adversarial Attacks