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Jelasity, Mark Author

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

  • István Hegedűs
  • Gábor Danner
  • Márk Jelasity

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING - 1/2/2021

10.1016/j.jpdc.2020.10.006

Cite count: 60 (Web of Science) 2 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.734 (2020)
  • CiteScore: 6.9 (2020)
  • SJR: 0.638 (2020
  • SNIP: 1.44 (2020
  • JCR 5-year Impact Factor: 2.976
  • JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
  • SJR Categories: Theoretical Computer Science (Q1); Computer Networks and Communications (Q1); Hardware and Architecture (Q1); Software (Q1); Artificial Intelligence (Q1)
Open Access

Peer Victimization in Overweight Adolescents and Its Effect on Their Self-Esteem and Peer Difficulties

  • Tremel E.
  • Birman K.
  • Kleinberg R.
  • Jelasity M.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH - 1/1/2020

10.3390/ijerph17010016

Cite count: 7 (Web of Science) 4 (Scopus)
  • JCR Quartile: Q2 (2020)
  • JCR Impact Factor: 3.39 (2023)
  • Category normalized Impact: 0.319 (2020)
  • CiteScore: 3.4 (2020)
  • SJR: 0.747 (2020
  • SNIP: 1.356 (2020
  • JCR 5-year Impact Factor: 2.948
  • JCR Categories: PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
  • SJR Categories: Artificial Intelligence; Computer Networks and Communications; Control and Optimization; Hardware and Architecture; Human-Computer Interaction
Open Access

Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation

  • Danner, Gabor
  • Berta, Arpad
  • Hegeds, Istvan
  • Jelasity, Mark

SECURITY AND COMMUNICATION NETWORKS - 1/1/2018

10.1155/2018/6728020 View source

Cite count: 6 (Web of Science) 4 (Scopus)
  • JCR Quartile: Q2 (2018)
  • SJR Quartile: Q2
  • JCR Impact Factor: 1.376 (2022)
  • Category normalized Impact: 0.341 (2018)
  • CiteScore: 4.2 (2020)
  • SJR: 0.311 (2018
  • SNIP: 0.862 (2018
  • JCR 5-year Impact Factor: 1.286
  • JCR Categories: TELECOMMUNICATIONS
  • SJR Categories: Computer Networks and Communications (Q2); Information Systems (Q3)
Open Access

Markers of neuroprotection of combined EPA and DHA provided by fish oil are higher than those of EPA (<i>Nannochloropsis</i>) and DHA (<i>Schizochytrium</i>) from microalgae oils in Wistar rats

  • Lopes P.
  • Bandarra N.
  • Martins S.
  • Martinho J.
  • Alfaia C.
  • Madeira M.
  • Cardoso C.
  • Afonso C.
  • Paulo M.
  • Pinto R.
  • Guil-Guerrero J.
  • Prates J.
... View more Collapse

NUTRITION & METABOLISM - 29/9/2017

10.1186/s12986-017-0218-y

Cite count: 18 (Web of Science) 12 (Scopus)
  • JCR Quartile: Q2 (2017)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.483 (2023)
  • Category normalized Impact: 0.711 (2017)
  • CiteScore: 7.9 (2020)
  • SJR: 0.874 (2017
  • SNIP: 2.844 (2017
  • JCR 5-year Impact Factor: 3.381
  • JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
  • SJR Categories: Endocrinology, Diabetes and Metabolism (Q1); Medicine (miscellaneous) (Q1); Nutrition and Dietetics (Q1)

Robust decentralized differentially private stochastic gradient descent

  • Heged?s I.
  • Berta Á.
  • Jelasity M.

Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications - 1/6/2016

Cite count: 4 (Scopus)
  • SJR Quartile: Q2
  • CiteScore: 3 (2020)
  • SJR: 0.337 (2016
  • SNIP: 1.17 (2016
  • SJR Categories: Computer Networks and Communications (Q2); Computer Science Applications (Q3)
Open Access

Preface

  • Jelasity M.
  • Kalyvianaki E.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.339 (2016
  • SNIP: 0.676 (2016

A Distributed Algorithm for Large-Scale Graph Partitioning

  • Rahimian, Fatemeh
  • Payberah, Amir H.
  • Girdzijauskas, Sarunas
  • Jelasity, Mark
  • Haridi, Seif

ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS - 1/6/2015

10.1145/2714568

Cite count: 25 (Web of Science) 22 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 1.118 (2022)
  • Category normalized Impact: 1.084 (2015)
  • CiteScore: 6.1 (2020)
  • SJR: 0.655 (2015
  • SNIP: 1.745 (2015
  • JCR 5-year Impact Factor: 1.204
  • JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
  • SJR Categories: Computer Science (miscellaneous) (Q1); Control and Systems Engineering (Q2); Software (Q2)

A comparative study of spanning tree and gossip protocols for aggregation

  • Nyers, Lehel
  • Jelasity, Mark

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE - 1/11/2015

10.1002/cpe.3549 View source

Cite count: 8 (Web of Science) 8 (Scopus)
  • JCR Impact Factor: 0.942 (2015)
  • CiteScore: 3.8 (2020)
  • SJR: 0.342 (2015
  • SNIP: 0.985 (2015
  • JCR 5-year Impact Factor: 0.914
  • JCR Categories: COMPUTER SCIENCE, SOFTWARE ENGINEERING
Open Access

Using visual stimuli to explore the social perceptions of ecosystem services in cultural landscapes: the case of transhumance in Mediterranean Spain

  • Jelasity, M.
  • Bilicki, V.

ECOLOGY AND SOCIETY - 1/10/2014

10.5751/es-06401-190227 View source

Cite count: 94 (Web of Science) 74 (Scopus)
  • JCR Quartile: Q2 (2011)
  • SJR Quartile: Q1
  • JCR Impact Factor: 1.286 (2011)
  • Category normalized Impact: 2.648 (2014)
  • CiteScore: 6.1 (2020)
  • SJR: 0.51 (2014
  • SNIP: 1.238 (2014
  • JCR 5-year Impact Factor: 1.645
  • JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
  • SJR Categories: Computer Science (miscellaneous) (Q1); Control and Systems Engineering (Q1); Software (Q1)

MASSIVELY DISTRIBUTED CONCEPT DRIFT HANDLING IN LARGE NETWORKS

  • Hegedus, Istvan
  • Ormandi, Robert
  • Jelasity, Mark

ADVANCES IN COMPLEX SYSTEMS - 1/8/2013

10.1142/s0219525913500215 View source

Cite count: 2 (Web of Science) 1 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 0.786 (2013)
  • CiteScore: 1.9 (2020)
  • SJR: 0.321 (2013
  • SNIP: 0.603 (2013
  • JCR 5-year Impact Factor: 0.918
  • JCR Categories: MULTIDISCIPLINARY SCIENCES
  • SJR Categories: Multidisciplinary (Q1); Control and Systems Engineering (Q3)

Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off

  • Levente Halmosi
  • Bálint Mohos
  • Márk Jelasity

2025

10.1007/978-3-031-72986-7_1

  • ORCID

Improving Gossip Learning via Limited Model Merging

  • Gábor Danner
  • István Hegedűs
  • Márk Jelasity

Communications in Computer and Information Science - 1/1/2023

10.1007/978-3-031-41774-0_28

Cite count:
  • CiteScore: 1 (2022)
  • SJR: 0.194 (2022
  • SNIP: 0.241 (2022

Decentralized recommendation based on matrix factorization: A comparison of gossip and federated learning

  • István Heged?s
  • Gábor Danner
  • Márk Jelasity

Communications in Computer and Information Science - 1/1/2020

10.1007/978-3-030-43823-4_27

Cite count: 7 (Scopus)
  • CiteScore: 0.8 (2020)
  • SJR: 0.16 (2020
  • SNIP: 0.32 (2020

Preface

  • Jelasity, M.
  • Kalyvianaki, E.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2016

  • ORCID
Open Access

Fully distributed privacy preserving mini-batch gradient descent learning

  • Danner G.
  • Jelasity M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015

10.1007/978-3-319-19129-4_3

Cite count: 14 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.369 (2015
  • SNIP: 0.708 (2015

Gossip

  • Jelasity M.

Natural Computing Series - 1/12/2011

10.1007/978-3-642-17348-6_7

Cite count: 13 (Scopus)
  • SJR Quartile: Q3
  • CiteScore: 1.2 (2020)
  • SJR: 0.216 (2011
  • SNIP: 0.635 (2011
  • SJR Categories: Software (Q3); Theoretical Computer Science (Q4)
Open Access

Topic 7: Peer-to-peer computing

  • Epema D.
  • Jelasity M.
  • Jorba J.
  • Montresor A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 22/9/2008

10.1007/978-3-540-85451-7_63

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.277 (2008
  • SNIP: 0.478 (2008
Open Access

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes): Preface

  • Brueckner S.
  • Hassas S.
  • Jelasity M.
  • Yamins D.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/11/2007

Cite count:
  • CiteScore: 1.8 (2020)
  • SJR: 0.293 (2007
  • SNIP: 0.522 (2007
Open Access

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes: Preface

  • Babaoglu O.
  • Jelasity M.
  • Montresor A.
  • Fetzer C.
  • Leonardi S.
  • Van Moorsel A.
  • Van Steen M.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

Cite count: 18 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.334 (2005
  • SNIP: 0.787 (2005
Open Access

A framework for distributed evolutionary algorithms

  • Arenas M.
  • Collet P.
  • Eiben A.
  • Jelasity M.
  • Merelo J.
  • Paechter B.
  • Preuß M.
  • Schoenauer M.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2002

10.1007/3-540-45712-7_64

Cite count: 86 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.374 (2002
  • SNIP: 0.804 (2002

On the Functional Similarity of Robust and Non-Robust Neural Representations

  • Balogh A.
  • Jelasity M.

Proceedings of Machine Learning Research - 1/1/2023

Cite count:

Hiding Needles in a Haystack: Towards Constructing Neural Networks that Evade Verification

  • Berta A.
  • Danner G.
  • Hegedus I.
  • Jelasity M.

IH-MMSec 2022 - Proceedings of the 2022 ACM Workshop on Information Hiding and Multimedia Security - 23/6/2022

10.1145/3531536.3532966

Cite count:

Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis

  • Megyeri I.
  • Hegedus I.
  • Jelasity M.

Proceedings of the International Joint Conference on Neural Networks - 18/7/2021

10.1109/ijcnn52387.2021.9533635

Cite count:

Adversarial Robustness of Model Sets

  • Megyeri I.
  • Hegedus I.
  • Jelasity M.

2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) - 1/7/2020

10.1109/ijcnn48605.2020.9206656

Cite count: 1 (Web of Science)

Modeling Peer-to-Peer Connections over a Smartphone Network

  • Berta Á.
  • Szabó Z.
  • Jelasity M.

DICG'20: PROCEEDINGS OF THE 2020 1ST INTERNATIONAL WORKSHOP ON DISTRIBUTED INFRASTRUCTURE FOR COMMON GOOD - 7/12/2020

10.1145/3428662.3428791

Cite count:

Decentralized machine learning using compressed push-pull averaging

  • Danner G.
  • Hegedűs I.
  • Jelasity M.

DICG'20: PROCEEDINGS OF THE 2020 1ST INTERNATIONAL WORKSHOP ON DISTRIBUTED INFRASTRUCTURE FOR COMMON GOOD - 7/12/2020

10.1145/3428662.3428792

Cite count:

Attacking model sets with adversarial examples

  • Megyeri I.
  • Hegedus I.
  • Jelasity M.

ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - 1/1/2020

Cite count: 1 (Scopus)
Open Access

Gossip Learning as a Decentralized Alternative to Federated Learning

  • Heged?s I.
  • Danner G.
  • Jelasity M.

DISTRIBUTED APPLICATIONS AND INTEROPERABLE SYSTEMS, DAIS 2019 - 1/1/2019

10.1007/978-3-030-22496-7_5

Cite count: 95 (Web of Science) 25 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.427 (2019
  • SNIP: 0.715 (2019
Open Access

Stunner: A Smart Phone Trace for Developing Decentralized Edge Systems

  • Szabó Z.
  • Téglás K.
  • Berta Á.
  • Jelasity M.
  • Bilicki V.

DISTRIBUTED APPLICATIONS AND INTEROPERABLE SYSTEMS, DAIS 2019 - 1/1/2019

10.1007/978-3-030-22496-7_7

Cite count: 1 (Web of Science) 1 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.427 (2019
  • SNIP: 0.715 (2019

Adversarial robustness of linear models: Regularization and dimensionality

  • Megyeri I.
  • Heged?s I.
  • Jelasity M.

ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - 1/1/2019

Cite count:

This author has no patents.

This author has no reports or other types of publications.

Scopus: 25

Web of Science: 24

Scopus: 54

Web of Science: 33

Last data update: 11/20/24 12:41 AM
Next scheduled update: 11/23/24 3:00 AM