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Nirupam Gupta — most-cited papers & profile · Federated Learning
← authors
·
overview
Nirupam Gupta
10
papers ·
11
citations ·
11
h-index
University of Copenhagen · University College Copenhagen · IT University of Copenhagen
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Most-cited papers
Byzantine Fault-Tolerance in Peer-to-Peer Distributed Gradient-Descent
2021 · 6 citations
Byzantine Fault-Tolerance in Decentralized Optimization under Minimal Redundancy
2020 · 3 citations
Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy
2021 · 1 citations
Revisiting Ensembling in One-Shot Federated Learning
2024 · 1 citations
Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness
2026
Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation
2026
Robust Federated Inference
2025
Adaptive Gradient Clipping for Robust Federated Learning
2024
Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates
2024
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
2024
Top co-authors
Rachid Guerraoui
· 5
Rafaël Pinot
· 4
Youssef Allouah
· 4
Nitin H. Vaidya
· 3
Akash Dhasade
· 2
Anne-Marie Kermarrec
· 2
Geovani Rizk
· 2
Sadegh Farhadkhani
· 2
Thinh T. Doan
· 2
Abdellah El Mrini
· 1
Ahmed Jellouli
· 1
and John Stephan
· 1
Topics
Federated Learning
Optimization
Adversarial Attacks
Security
Privacy
Communication
Data Heterogeneity