Jelasity, Mark Autor
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
- Cuartil SJR: Q1
- Factor Impacto JCR: 3,734 (2020)
- CiteScore: 6,9 (2020)
- SJR: 0,638 (2020)
- SNIP: 1,44 (2020)
- Impacto JCR a 5 años: 2,976
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Categorías SJR: 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
- Cuartil JCR: Q1 (2018)
- Factor Impacto JCR: 3,39 (2023)
- Impacto Normalizado por Categoría: 0,349 (2018)
- CiteScore: 3,4 (2020)
- SJR: 0,747 (2020)
- SNIP: 1,356 (2020)
- Impacto JCR a 5 años: 2,948
- Categorías JCR: PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
- Categorías SJR: 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 Ver en origen
- Cuartil JCR: Q2 (2018)
- Cuartil SJR: Q2
- Factor Impacto JCR: 1,376 (2022)
- Impacto Normalizado por Categoría: 0,341 (2018)
- CiteScore: 4,2 (2020)
- SJR: 0,311 (2018)
- SNIP: 0,862 (2018)
- Impacto JCR a 5 años: 1,286
- Categorías JCR: TELECOMMUNICATIONS
- Categorías SJR: 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
- Cuartil JCR: Q2 (2017)
- Cuartil SJR: Q1
- Factor Impacto JCR: 3,483 (2022)
- Impacto Normalizado por Categoría: 0,676 (2017)
- CiteScore: 7,9 (2020)
- SJR: 0,874 (2017)
- SNIP: 2,844 (2017)
- Impacto JCR a 5 años: 3,381
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: 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
- Cuartil SJR: Q2
- CiteScore: 3 (2020)
- SJR: 0,337 (2016)
- SNIP: 1,17 (2016)
- Categorías SJR: 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
10.1002/cpe.3549 Ver en origen
- Factor Impacto JCR: 0,942 (2015)
- CiteScore: 3,8 (2020)
- SJR: 0,342 (2015)
- SNIP: 0,985 (2015)
- Impacto JCR a 5 años: 0,914
- Categorías JCR: 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
- Cuartil SJR: Q1
- Factor Impacto JCR: 1,118 (2022)
- Impacto Normalizado por Categoría: 1,084 (2015)
- CiteScore: 6,1 (2020)
- SJR: 0,655 (2015)
- SNIP: 1,745 (2015)
- Impacto JCR a 5 años: 1,204
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: 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
10.1002/cpe.2858 Ver en origen
- Factor Impacto JCR: 0,784 (2013)
- CiteScore: 3,8 (2020)
- SJR: 0,374 (2013)
- SNIP: 1,182 (2013)
- Impacto JCR a 5 años: 0,854
- Categorías JCR: 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 Ver en origen
- Cuartil SJR: Q1
- Factor Impacto JCR: 0,786 (2013)
- CiteScore: 1,9 (2020)
- SJR: 0,321 (2013)
- SNIP: 0,603 (2013)
- Impacto JCR a 5 años: 0,918
- Categorías JCR: MULTIDISCIPLINARY SCIENCES
- Categorías SJR: 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 Ver en origen
- 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
- Cuartil SJR: Q3
- CiteScore: 1,2 (2020)
- SJR: 0,216 (2011)
- SNIP: 0,635 (2011)
- Categorías SJR: 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 Ver en origen
- 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
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Índice h
Scopus: 25
Web of Science: 24
Índice i10
Scopus: 54
Web of Science: 33
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Proyectos de investigación en la UAL
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Acrónimo TIN2012-37483-C03-03Desde: 1 de enero de 2013Hasta: 31 de diciembre de 2015Financiado por: MECImporte de financiación: 158.980,00 EURRol: Investigador