Concepedia

Emre Özfatura

EÖ

17

Publications

484

Citations

14

H-Index

2018

Active since

Affiliations

Imperial College London(Current)

University of Maryland, College Park

City University of Macau

University of Macau

Stanford University

Emre Özfatura is an author at Imperial College London specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDistributed LearningData ScienceEdge ComputingFederated LearningCloud ComputingDeep LearningCluster Computing

Publications per year

2018–2025

17

Publications

17

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

Distributed Gradient Descent with Coded Partial Gradient Computations

Emre Özfatura, Şennur Ulukuş, Denız Gündüz · 2019 · 45 citations · Full text

Cluster Computing, Gradient Descent, Engineering +20

Straggler-Aware Distributed Learning: Communication–Computation Latency Trade-Off

Emre Özfatura, Şennur Ulukuş, Denız Gündüz · Entropy · 2020 · 45 citations · Full text

Coded Distributed Computing with Partial Recovery

Emre Özfatura, Şennur Ulukuş, Denız Gündüz · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2022 · 37 citations · Full text

Decentralized SGD with Over-the-Air Computation

Emre Özfatura, Stefano Rini, Denız Gündüz · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2020 · 34 citations · Full text

Secure Multi-party Computation, Engineering, Machine Learning +13

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