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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 - 1/11/2020

10.1016/j.jpdc.2020.10.006

Cite count: 41 (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

Anonymous, fault-tolerant distributed queries for smart devices

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

International Journal of Environmental Research and Public Health - 1/10/2018

10.1145/3204411

Cite count: 7 (Web of Science) 4 (Scopus)
  • JCR Quartile: Q1 (2018)
  • JCR Impact Factor: 3.39 (2022)
  • Category normalized Impact: 0.412 (2018)
  • 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)

Markers of neuroprotection of combined EPA and DHA provided by fish oil are higher than those of EPA (Nannochloropsis) and DHA (Schizochytrium) 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

ACM Transactions on Intelligent Systems and Technology - 29/9/2017

10.1186/s12986-017-0218-y

Cite count: 12 (Web of Science) 12 (Scopus)
  • JCR Quartile: Q2 (2017)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.483 (2022)
  • Category normalized Impact: 0.676 (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 comparative study of spanning tree and gossip protocols for aggregation

  • Nyers, Lehel
  • Jelasity, Mark

Concurrency Computation - 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

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 - 1/06/2015

10.1145/2714568

Cite count: 24 (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)

Gossip learning with linear models on fully distributed data

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

CONCURRENCY AND COMPUTATION-PRACTICE and EXPERIENCE - 1/1/2013

10.1002/cpe.2858 View source

Cite count: 67 (Web of Science) 49 (Scopus)
  • JCR Impact Factor: 0.784 (2013)
  • CiteScore: 3.8 (2020)
  • SJR: 0.374 (2013
  • SNIP: 1.182 (2013
  • JCR 5-year Impact Factor: 0.854
  • JCR Categories: COMPUTER SCIENCE, THEORY & METHODS

MASSIVELY DISTRIBUTED CONCEPT DRIFT HANDLING IN LARGE NETWORKS

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

ADVANCES IN COMPLEX SYSTEMS - 1/08/2013

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)

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
Open Access

Robust Decentralized Mean Estimation with Limited Communication

  • Danner G.
  • Jelasity M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018

10.1007/978-3-319-96983-1_32

Cite count: 4 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.283 (2018
  • SNIP: 0.707 (2018

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
Open Access

Spanning tree or gossip for aggregation: A comparative study

  • Nyers L.
  • Jelasity M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

10.1007/978-3-319-09873-9_32 View source

Cite count: 1 (Web of Science) 2 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.354 (2014
  • SNIP: 0.753 (2014

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

Peer-to-peer optimization in large unreliable networks with branch-and-bound and particle swarms

  • Balazs Banhelyi
  • Marco Biazzini
  • Alberto Montresor
  • Mark Jelasity
  • Giacobini, M
  • Brabazon, A
  • Cagnoni, S
  • DiCaro, GA
  • Ekart, A
  • EsparciaAlcazar, AI
  • Farooq, M
  • Fink, A
  • Machado, P
  • McCormack, J
  • ONeill, M
  • Neri, F
  • Preuss, M
  • Rothlauf, F
  • Tarantino, E
  • Yang, S
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 23/7/2009

10.1007/978-3-642-01129-0_10 View source

Cite count: 6 (Web of Science) 13 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.302 (2009
  • SNIP: 0.586 (2009
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

The adaptationist stance and evolutionary computation

  • Jelasity, M
  • Banzhaf, W
  • Daida, J
  • Eiben, AE
  • Garzon, MH
  • Honavar, V
  • Jakiela, M
  • Smith, RE
... View more Collapse

GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE - 1999

Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions

  • Jelasity M.
  • Toth B.
  • Vinko T.

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999 - 1/1/1999

10.1109/cec.1999.781990

Cite count: 1 (Scopus)
  • SJR Categories: Computational Mathematics

Gas, an approach to a solution of the niche radius problem

  • Jelasity M.
  • Dombi J.

IEE Conference Publication - 1/1/1995

10.1049/cp:19951086

Cite count: 2 (Scopus)

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: 5/18/24 3:26 AM
Next scheduled update: 5/25/24 3:00 AM