Concepedia

Kerem Özfatura

KÖ

3

Publications

97

Citations

3

H-Index

2021

Active since

Affiliations

Imperial College London(Current)

Özyeğin University

Kerem Özfatura is an author at Imperial College London specializing in federated learning, distributed learning, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFederated LearningDistributed LearningArtificial IntelligenceData PrivacyDeep LearningEdge Computing

Publications per year

2021–2023

3

Publications

3

Time-Correlated Sparsification for Communication-Efficient Federated Learning

Emre Özfatura, Kerem Özfatura, Denız Gündüz · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2021 · 52 citations · Full text

Artificial Intelligence, Parameter Server, Sparse Representation +12

FedADC: Accelerated Federated Learning with Drift Control

Emre Özfatura, Kerem Özfatura, Denız Gündüz · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2021 · 31 citations · Full text

Artificial Intelligence, Cluster Computing, Accelerated Fl Algorithm +17

Byzantines Can Also Learn From History: Fall of Centered Clipping in Federated Learning

Kerem Özfatura, Emre Özfatura, Alpteki̇n Küpçü et al. · IEEE Transactions on Information Forensics and Security · 2023 · 14 citations

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