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)
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)
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)

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)

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)
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:

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)

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)

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)

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)

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:

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)
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)

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)
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)

Gossip

  • Jelasity M.

Natural Computing Series - 1/12/2011

10.1007/978-3-642-17348-6_7

Número de citas: 13 (Scopus)
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)
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:
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:

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)
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)

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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