Concepedia

István Hegedűs

IH

10

Publications

494

Citations

10

H-Index

1987

Active since

Affiliations

University of Szeged(Current)

MTA-SZTE Research Group on Artificial Intelligence

Hungarian Academy of Sciences

Institute for Computer Science and Control

István Hegedűs is an author at University of Szeged specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningData PrivacyFederated LearningKnowledge DiscoveryData SecurityCluster Computing

Publications per year

1987–2023

10

Publications

10

Gossip learning with linear models on fully distributed data

Róbert Ormándi, István Hegedűs, Márk Jelasity · Concurrency and Computation Practice and Experience · 2012 · 146 citations

Network Science, Machine Learning, Decentralized Machine Learning +15

Decentralized learning works: An empirical comparison of gossip learning and federated learning

István Hegedűs, Gábor Danner, Márk Jelasity · Journal of Parallel and Distributed Computing · 2020 · 146 citations · Full text

Gossip-based distributed stochastic bandit algorithms

Balázs Szörényi, Róbert Busa‐Fekete, István Hegedűs et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2013 · 65 citations · Full text

Privacy-preserving Federated Learning and its application to natural language processing

Balázs Nagy, István Hegedűs, Noémi Sándor et al. · Knowledge-Based Systems · 2023 · 54 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +19

Robust Decentralized Low-Rank Matrix Decomposition

István Hegedűs, Árpád Berta, Levente Kocsis et al. · ACM Transactions on Intelligent Systems and Technology · 2016 · 26 citations

Cluster Computing, Locality Constraint, Engineering +19

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