Arpad Berta

2020

Árpád Berta, Zoltán Szabó, and Márk Jelasity. Modeling peer-to-peer connections over a smartphone network. In Proceedings of the 1st International Workshop on Distributed Infrastructure for Common Good (DICG 2020), pages 43–48. ACM, 2020. [bib,speech,DOI]

Zoltán Szabó, Árpád Berta, Krisztián Téglás, Márk Jelasity, and Vilmos Bilicki. Stunner: A smart phone trace for developing decentralized edge systems. In José Pereira and Laura Ricci, editors, Proceedings of the 19th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2019), volume 11534 of Lecture Notes in Computer Science, pages 108–115. Springer International Publishing, 2019. [bib,DOI]

Gábor Danner, Árpád Berta, István Hegedűs, and Márk Jelasity. Robust fully distributed mini-batch gradient descent with privacy preservation. Security and Communication Networks, vol. 2018, Article ID 6728020, 15 pages, 2018. Hindawi. [bib,DOI]

Zoltán Szabó, Vilmos Bilicki, Árpád Berta, and Zoltán Richárd Jánki. Smartphone-based Data Collection with Stunner Using Crowdsourcing: Lessons Learnt while Cleaning the Data. In Proceedings of the Twelfth International Multi-Conference on Computing in the Global Information Technology (ICCGI 2017), pages 28–35, Nice, France, 2017. IARIA XPS Press. Best paper award. [bib]
Árpád Berta and Márk Jelasity. Decentralized Management of Random Walks over a Mobile Phone Network. In Proceedings of the 25th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP'17), pages 100–107, St. Petersburg, Russia, 2017. IEEE Computer Society. [bib|slides|DOI]

István Hegedűs, Árpád Berta, and Márk Jelasity. Robust Decentralized Differentially Private Stochastic Gradient Descent. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), 7(2):20–40, June 2016. [bib]
Árpád Berta, István Hegedűs, and Márk Jelasity. Dimension reduction methods for collaborative mobile gossip learning. In Proceedings of the 24th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP'16), pages 393–397, Heraklion, Greece, 2016. IEEE Computer Society. [bib|slides|DOI]
István Hegedűs, Árpád Berta, Levente Kocsis, András A. Benczúr, and Márk Jelasity. Robust decentralized low-rank matrix decomposition. ACM Transactions on Intelligent Systems and Technology, 7(4):62:1–62:24, May 2016. [bib|DOI]

Árpád Berta, Vilmos Bilicki, and Márk Jelasity. Defining and understanding smartphone churn over the internet: a measurement study. In Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing (P2P 2014), London, United Kingdom, 2014. IEEE Computer Society. [bib|DOI]
Árpád Berta, István Hegedűs and Róbert Ormándi. Lightning Fast Asynchronous Distributed K-Means Clustering. In 22th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium, 2014. [bib|poster]