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)
- ORCID
- Scopus
- 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 (2023)
- Category normalized Impact: 0.349 (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)
- ORCID
- Web of Science
- Scopus
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)
- ORCID
- Scopus
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
- ORCID
- Scopus
- 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)
- ORCID
- Scopus
- 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
- ORCID
- Scopus
- 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)
- ORCID
- Scopus
- 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
- ORCID
- Scopus
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
- ORCID
- Scopus
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
- ORCID
- Scopus
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
- ORCID
- Scopus
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
- ORCID
- Scopus
- 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)
- ORCID
- Scopus
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
- ORCID
- Scopus
- 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
- ORCID
- Scopus
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
- ORCID
- Scopus
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
- Web of Science
- ORCID
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
- ORCID
- Scopus
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
- ORCID
- Scopus
- 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
- ORCID
- Web of Science
- Scopus
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
- ORCID
- Scopus
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