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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

10.1016/j.jpdc.2020.10.006

Número de citas: 41 (Web of Science) 2 (Scopus)
  • 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)
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

Número de citas: 7 (Web of Science) 4 (Scopus)
  • Cuartil JCR: Q1 (2018)
  • Factor Impacto JCR: 3,39 (2022)
  • Impacto Normalizado por Categoría: 0,412 (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
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 Ver en origen

Número de citas: 6 (Web of Science) 4 (Scopus)
  • 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)

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.
... Ver más Contraer

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

10.1186/s12986-017-0218-y

Número de citas: 12 (Web of Science) 12 (Scopus)
  • 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

Número de citas: 4 (Scopus)
  • 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)
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

Número de citas:
  • 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

Número de citas: 8 (Web of Science) 8 (Scopus)
  • 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

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

Número de citas: 24 (Web of Science) 22 (Scopus)
  • 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)

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

Número de citas: 67 (Web of Science) 49 (Scopus)
  • 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

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

Número de citas: 2 (Web of Science) 1 (Scopus)
  • 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)

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

Número de citas:
  • 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

Número de citas: 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

Número de citas: 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

Número de citas: 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 Ver en origen

Número de citas: 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

Número de citas: 13 (Scopus)
  • Cuartil SJR: Q3
  • CiteScore: 1,2 (2020)
  • SJR: 0,216 (2011)
  • SNIP: 0,635 (2011)
  • Categorías SJR: 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
... Ver más Contraer

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

Número de citas: 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

Número de citas:
  • 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

Número de citas:
  • CiteScore: 1,8 (2020)
  • SJR: 0,293 (2007)
  • SNIP: 0,522 (2007)

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

  • Balogh A.
  • Jelasity M.

Proceedings of Machine Learning Research - 1/1/2023

Número de citas:

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

Número de citas:

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

Número de citas:

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

Número de citas: 1 (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

10.1145/3428662.3428791

Número de citas:

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

10.1145/3428662.3428792

Número de citas:

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

Número de citas: 1 (Scopus)
Open Access

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

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

Número de citas: 65 (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.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019

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

Número de citas: 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

Número de citas:

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Este autor no tiene informes ni otros tipos de publicaciones.

Scopus: 25

Web of Science: 24

Scopus: 54

Web of Science: 33

Última actualización de los datos: 20/04/24 3:23
Próxima recolección programada: 27/04/24 3:00