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Şennur Ulukuş — most-cited papers & profile · Federated Learning
← authors
·
overview
Şennur Ulukuş
29
papers ·
81
citations ·
0
h-index
University of Maryland, College Park
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning
2022 · 15 citations
Private Read Update Write (PRUW) with Storage Constrained Databases
2022 · 12 citations
Private Federated Submodel Learning with Sparsification
2022 · 10 citations
Hierarchical Over-the-Air FedGradNorm
2022 · 7 citations
Private Federated Submodel Learning via Private Set Union
2023 · 7 citations
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning
2022 · 6 citations
Timely Asynchronous Hierarchical Federated Learning: Age of Convergence
2023 · 4 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
Scale-Robust Timely Asynchronous Decentralized Learning
2024 · 1 citations
Private Information Retrieval on Multigraph-Based Replicated Storage
2025
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges
2021
Rate-Privacy-Storage Tradeoff in Federated Learning with Top $r$ Sparsification
2022
Personalized Decentralized Multi-Task Learning Over Dynamic Communication Graphs
2022
Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification
2022
Top co-authors
Sajani Vithana
· 9
Matin Mortaheb
· 4
Cemil Vahapoglu
· 2
Purbesh Mitra
· 2
Zhusheng Wang
· 2
Aylin Yener
· 1
Chao Tian
· 1
Itzhak Tamo
· 1
Kanchana Thilakarathna
· 1
Michael Gastpar
· 1
Priyanka Kaswan
· 1
Ravi Tandon
· 1
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity
Optimization
Edge Computing
cs.DB
stat.ML