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
- 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)
- Scopus
- ORCID
- Web of Science
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
- 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
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
- 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)
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- Web of Science
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.
ACM Transactions on Intelligent Systems and Technology - 29/9/2017
- 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
- 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)
- Scopus
- ORCID
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
- 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
- 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
- Scopus
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- Web of Science
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
- 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)
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- Web of Science
Gossip learning with linear models on fully distributed data
- Ormandi, Robert
- Hegedus, Istvan
- Jelasity, Mark
CONCURRENCY AND COMPUTATION-PRACTICE and EXPERIENCE - 1/1/2013
- 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
- Scopus
- ORCID
- Web of Science
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
- 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)
- Scopus
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- Web of Science
Improving Gossip Learning via Limited Model Merging
- Gábor Danner
- István Hegedűs
- Márk Jelasity
Communications in Computer and Information Science - 1/1/2023
- CiteScore: 1 (2022)
- SJR: 0.194 (2022
- SNIP: 0.241 (2022
- Scopus
- ORCID
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
- CiteScore: 0.8 (2020)
- SJR: 0.16 (2020
- SNIP: 0.32 (2020
- Scopus
- ORCID
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
- CiteScore: 1.8 (2020)
- SJR: 0.283 (2018
- SNIP: 0.707 (2018
- Scopus
- ORCID
Preface
- Jelasity, M.
- Kalyvianaki, E.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2016
- ORCID
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
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
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
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- Web of Science
Gossip
- Jelasity M.
Natural Computing Series - 1/12/2011
- SJR Quartile: Q3
- CiteScore: 1.2 (2020)
- SJR: 0.216 (2011
- SNIP: 0.635 (2011
- SJR Categories: Software (Q3); Theoretical Computer Science (Q4)
- Scopus
- ORCID
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
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
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
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
- CiteScore: 1.8 (2020)
- SJR: 0.277 (2008
- SNIP: 0.478 (2008
- Scopus
- ORCID
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
- CiteScore: 1.8 (2020)
- SJR: 0.293 (2007
- SNIP: 0.522 (2007
- Scopus
- ORCID
On the Functional Similarity of Robust and Non-Robust Neural Representations
- Balogh A.
- Jelasity M.
Proceedings of Machine Learning Research - 1/1/2023
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
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
Adversarial Robustness of Model Sets
- Megyeri I.
- Hegedus I.
- Jelasity M.
Proceedings of the International Joint Conference on Neural Networks - 1/7/2020
10.1109/ijcnn48605.2020.9206656
- Scopus
- ORCID
- Web of Science
Modeling Peer-to-Peer Connections over a Smartphone Network
- Berta Á.
- Szabó Z.
- Jelasity M.
DICG 2020 - Proceedings of the 2020 1st International Workshop on Distributed Infrastructure for Common Good, Part of Middleware 2020 - 7/12/2020
- Scopus
- ORCID
Decentralized machine learning using compressed push-pull averaging
- Danner G.
- Hegedűs I.
- Jelasity M.
DICG 2020 - Proceedings of the 2020 1st International Workshop on Distributed Infrastructure for Common Good, Part of Middleware 2020 - 7/12/2020
- Scopus
- ORCID
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
- Scopus
- ORCID
Gossip learning as a decentralized alternative to federated learning
- Heged?s I.
- Danner G.
- Jelasity M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1.8 (2020)
- SJR: 0.427 (2019
- SNIP: 0.715 (2019
- Scopus
- ORCID
- Web of Science
Stunner: A smart phone trace for developing decentralized edge systems
- Szabó Z.
- Téglás K.
- Berta Á.
- Jelasity M.
- Bilicki V.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1.8 (2020)
- SJR: 0.427 (2019
- SNIP: 0.715 (2019
- Scopus
- ORCID
- Web of Science
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
- Scopus
- ORCID
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 25
Web of Science: 24
i10 index
Scopus: 54
Web of Science: 33
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Acronym TIN2012-37483-C03-03Since: January 1, 2013Until: December 31, 2015Funded by: MECFunding / grant amount: 158,980.00 EURRole: Investigador