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Carsten Maple — most-cited papers & profile · Federated Learning
← authors
·
overview
Carsten Maple
8
papers ·
5
citations ·
50
h-index
Turing Institute · University of Warwick · The Alan Turing Institute
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Most-cited papers
Federated Boosted Decision Trees with Differential Privacy
2022 · 5 citations
Private Federated Multiclass Post-hoc Calibration
2025
Fairness-Constrained Optimization Attack in Federated Learning
2025
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting
2023
Towards Robust Federated Analytics via Differentially Private Measurements of Statistical Heterogeneity
2024
Distributed, communication-efficient, and differentially private estimation of KL divergence
2024
Top co-authors
Graham Cormode
· 5
Samuel Maddock
· 3
Mary Scott
· 2
Harsh Kasyap
· 1
Minghong Fang
· 1
Sayan Biswas
· 1
Somanath Tripathy
· 1
Somesh Jha
· 1
Tianhao Wang
· 1
Zhuqing Liu
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Adversarial Attacks
Security
Communication