@mastersthesis{MTMT:33853158, title = {Federated learning of artificial neural networks}, url = {https://m2.mtmt.hu/api/publication/33853158}, author = {Kiss, Péter}, doi = {10.15476/ELTE.2021.124}, publisher = {Eötvös Loránd University}, unique-id = {33853158}, year = {2022} } @misc{MTMT:33572302, title = {Matrix Factorization for Cache Optimization in Content Delivery Networks (CDN)}, url = {https://m2.mtmt.hu/api/publication/33572302}, author = {Kamuzora, Adolf Rutebeka and Skaf, Wadie and Belachew, Ermiyas Birihanu and Jiyan, Mahmud and Kiss, Péter and Jursonovics, Tamás and Pogrzeba, Peter and Lendák, Imre and Horváth, Tomas}, volume = {abs/2211.08273}, unique-id = {33572302}, year = {2022}, orcid-numbers = {Jiyan, Mahmud/0000-0002-8329-8038; Horváth, Tomas/0000-0002-9438-840X} } @inproceedings{MTMT:33240039, title = {Multimodal E-Commerce Product Classification Using Hierarchical Fusion}, url = {https://m2.mtmt.hu/api/publication/33240039}, author = {Tashu, Tsegaye Misikir and Fattouh, Sara and Kiss, Péter and Horváth, Tomas}, booktitle = {2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS)}, doi = {10.1109/CITDS54976.2022.9914136}, unique-id = {33240039}, year = {2022}, pages = {279-284}, orcid-numbers = {Tashu, Tsegaye Misikir/0000-0002-4498-2486; Horváth, Tomas/0000-0002-9438-840X} } @inproceedings{MTMT:33133276, title = {Client Error Clustering Approaches in Content Delivery Networks (CDN)}, url = {https://m2.mtmt.hu/api/publication/33133276}, author = {Belachew, Ermiyas Birihanu and Jiyan, Mahmud and Kiss, Péter and Adolf, Kamuzora and Skaf, Wadie and Horváth, Tomas and Tamás, Jursonovics and Peter, Pogrzeba and Lendák, Imre}, booktitle = {Advances in data mining applications and theoretical aspects : 22nd Industrial Conference, ICDM 2022, New York, USA, July 13-17, 2022 : proceedings}, unique-id = {33133276}, year = {2022}, pages = {51-63}, orcid-numbers = {Jiyan, Mahmud/0000-0002-8329-8038; Horváth, Tomas/0000-0002-9438-840X} } @misc{MTMT:32607135, title = {Migrating Models: A Decentralized View on Federated Learning?}, url = {https://m2.mtmt.hu/api/publication/32607135}, author = {Kiss, Péter and Horváth, Tomas}, unique-id = {32607135}, year = {2021}, orcid-numbers = {Horváth, Tomas/0000-0002-9438-840X} } @inproceedings{MTMT:31650378, title = {Stateful Optimization in Federated Learning of Neural Networks}, url = {https://m2.mtmt.hu/api/publication/31650378}, author = {Kiss, Péter and Horváth, Tomas and Felbab, Vukasin}, booktitle = {Intelligent Data Engineering and Automated Learning – IDEAL 2020}, doi = {10.1007/978-3-030-62365-4_33}, unique-id = {31650378}, year = {2020}, pages = {348-355}, orcid-numbers = {Horváth, Tomas/0000-0002-9438-840X} } @CONFERENCE{MTMT:30911095, title = {Optimization in Federated Learning}, url = {https://m2.mtmt.hu/api/publication/30911095}, author = {Vukasin, Felbab and Kiss, Péter and Horváth, Tomas}, booktitle = {Proceedings of the 19th Conference Information Technologies - Applications and Theory (ITAT 2019)}, unique-id = {30911095}, year = {2019}, pages = {58-65}, orcid-numbers = {Horváth, Tomas/0000-0002-9438-840X} } @CONFERENCE{MTMT:30911080, title = {Evolutionary Federated Learning on EEG-data}, url = {https://m2.mtmt.hu/api/publication/30911080}, author = {Gábor, Szegedi and Kiss, Péter and Horváth, Tomas}, booktitle = {Proceedings of the 19th Conference Information Technologies - Applications and Theory (ITAT 2019)}, unique-id = {30911080}, year = {2019}, pages = {71-78}, orcid-numbers = {Horváth, Tomas/0000-0002-9438-840X} } @article{MTMT:30803154, title = {Designing a Decentralized Container based Fog Computing Framework for Task Distribution and Management}, url = {https://m2.mtmt.hu/api/publication/30803154}, author = {Reale, Anna and Kiss, Péter and Tóth, Melinda and Horváth, Zoltán}, journal-iso = {INT J COMP COMM}, journal = {INTERNATIONAL JOURNAL OF COMPUTERS AND COMMUNICATIONS}, volume = {13}, unique-id = {30803154}, year = {2019}, eissn = {2074-1294}, pages = {1-7}, orcid-numbers = {Tóth, Melinda/0000-0001-6300-7945; Horváth, Zoltán/0000-0001-9213-2681} } @inproceedings{MTMT:30445883, title = {BlaBoO: A Lightweight Black Box Optimizer Framework}, url = {https://m2.mtmt.hu/api/publication/30445883}, author = {Kiss, Péter and Fonyó, Dávid and Horváth, Tomas}, booktitle = {2018 World Symposium on Digital Intelligence for Systems and Machines (DISA)}, doi = {10.1109/DISA.2018.8490537}, unique-id = {30445883}, year = {2018}, pages = {213-218}, orcid-numbers = {Horváth, Tomas/0000-0002-9438-840X} }