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Swanand Kadhe — most-cited papers & profile · Federated Learning
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overview
Swanand Kadhe
8
papers ·
200
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning
2020 · 113 citations
Federated Unlearning: How to Efficiently Erase a Client in FL?
2022 · 28 citations
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
2022 · 27 citations
CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains
2020 · 23 citations
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
2021 · 5 citations
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023 · 4 citations
Robust Learning Protocol for Federated Tumor Segmentation Challenge
2022
Top co-authors
Nathalie Baracaldo
· 3
Ambrish Rawat
· 2
Kannan Ramchandran
· 2
Advait Gadhikar
· 1
Ali Anwar
· 1
Anisa Halimi
· 1
Ankur Mallick
· 1
Divyansh Jhunjhunwala
· 1
Gauri Joshi
· 1
Giulio Zizzo
· 1
Heiko Ludwig
· 1
Jonathan P. Epperlein
· 1
Topics
Federated Learning
Communication
Privacy
Security
Adversarial Attacks
Data Heterogeneity