Gábor Danner

Most-cited papers

1. Gossip Learning as a Decentralized Alternative to Federated Learning

   I. Hegedüs, Gábor Danner, Márk Jelasity

   2019IFIP International Conference on Distributed Applications and Interoperable Systems278 citations Open access

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2. Decentralized learning works: An empirical comparison of gossip learning and federated learning

   I. Hegedüs, Gábor Danner, Márk Jelasity

   2021J. Parallel Distributed Comput.200 citations Open access

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3. Decentralized Recommendation Based on Matrix Factorization: A Comparison of Gossip and Federated Learning

   I. Hegedüs, Gábor Danner, Márk Jelasity

   2019PKDD/ECML Workshops54 citations Open access

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4. Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning

   Gábor Danner, Márk Jelasity

   2015IFIP International Conference on Distributed Applications and Interoperable Systems42 citations Open access

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5. Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation

   Gábor Danner, Árpád Berta, I. Hegedüs, Márk Jelasity

   2018Secur. Commun. Networks14 citations Open access

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6. Calculating Ultrastrong and Extended Solutions for Nine Men’s Morris, Morabaraba, and Lasker Morris

   G. Gévay, Gábor Danner

   2014IEEE Transactions on Computational Intelligence and AI in Games9 citations Open access

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7. Token Account Algorithms: The Best of the Proactive and Reactive Worlds

   Gábor Danner, Márk Jelasity

   2018IEEE International Conference on Distributed Computing Systems8 citations Open access

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8. Robust Decentralized Mean Estimation with Limited Communication

   Gábor Danner, Márk Jelasity

   2018European Conference on Parallel Processing6 citations Open access

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9. Improving Gossip Learning via Limited Model Merging

   Gábor Danner, I. Hegedüs, Márk Jelasity

   2023International Conference on Computational Collective Intelligence2 citations Open access

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10. Hiding Needles in a Haystack: Towards Constructing Neural Networks that Evade Verification

    Árpád Berta, Gábor Danner, I. Hegedüs, Márk Jelasity

    2022Information Hiding and Multimedia Security Workshop2 citations Open access

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11. Decentralized machine learning using compressed push-pull averaging

    Gábor Danner, I. Hegedüs, Márk Jelasity

    2020DICG@Middleware2 citations Open access

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12. Detecting Semantic Backdoors in a Mystery Shopping Scenario

    Árpád Berta, Gábor Danner, I. Hegedüs, Márk Jelasity

    2026arXiv.org0 citations

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13. Efficient Gossip Algorithms for Machine Learning

    Gábor Danner

    20220 citations Open access

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