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Heiko Ludwig — most-cited papers & profile · Federated Learning
← authors
·
overview
Heiko Ludwig
17
papers ·
371
citations
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Semantic Scholar ↗
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Most-cited papers
IBM Federated Learning: an Enterprise Framework White Paper V0.1
2020 · 112 citations
A Hybrid Approach to Privacy-Preserving Federated Learning
2018 · 72 citations
Mitigating Bias in Federated Learning
2020 · 42 citations
HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
2019 · 40 citations
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
2022 · 27 citations
Towards Federated Graph Learning for Collaborative Financial Crimes Detection
2019 · 22 citations
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
2021 · 16 citations
Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning
2020 · 13 citations
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
2021 · 13 citations
TiFL: A Tier-based Federated Learning System
2020 · 2 citations
Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis
2022 · 1 citations
Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection
2023 · 1 citations
Top co-authors
Yi Zhou
· 12
Nathalie Baracaldo
· 11
Ambrish Rawat
· 2
Horst Samulowitz
· 2
Mark Purcell
· 2
Feng Yan
· 1
Mayank Agarwal
· 1
Mikhail Yurochkin
· 1
Rui Zhang
· 1
Swanand Ravindra Kadhe
· 1
Syed Zawad
· 1
Toyotaro Suzumura
· 1
Topics
Federated Learning
Privacy
Optimization
Communication
Data Heterogeneity
Encryption
Security
Adversarial Attacks