István Hegedűs
CímIdézteÉv
Gossip learning with linear models on fully distributed data
R Ormándi, I Hegedűs, M Jelasity
Concurrency and Computation: Practice and Experience 25 (4), 556-571, 2013
602013
Gossip-based distributed stochastic bandit algorithms
B Szörényi, R Busa-Fekete, I Hegedűs, R Ormándi, M Jelasity, B Kégl
Journal of Machine Learning Research Workshop and Conference Proceedings 2 …, 2013
402013
Asynchronous peer-to-peer data mining with stochastic gradient descent
R Ormándi, I Hegedűs, M Jelasity
European Conference on Parallel Processing, 528-540, 2011
262011
Semi-automated construction of decision rules to predict morbidities from clinical texts
R Farkas, G Szarvas, I Hegedűs, A Almási, V Vincze, R Ormándi, ...
Journal of the American Medical Informatics Association 16 (4), 601-605, 2009
242009
Overlay management for fully distributed user-based collaborative filtering
R Ormándi, I Hegedűs, M Jelasity
European Conference on Parallel Processing, 446-457, 2010
232010
Gossip-based learning under drifting concepts in fully distributed networks
I Hegedus, R Ormándi, M Jelasity
2012 IEEE Sixth International Conference on Self-Adaptive and Self …, 2012
132012
Robust decentralized low-rank matrix decomposition
I Hegedűs, Á Berta, L Kocsis, AA Benczúr, M Jelasity
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (4), 1-24, 2016
112016
Fully distributed robust singular value decomposition
I Hegedűs, M Jelasity, L Kocsis, AA Benczúr
14-th IEEE International Conference on Peer-to-Peer Computing, 1-9, 2014
102014
Towards inferring ratings from user behavior in BitTorrent communities
R Ormándi, I Hegedus, K Csernai, M Jelasity
2010 19th IEEE International Workshops on Enabling Technologies …, 2010
102010
Distributed differentially private stochastic gradient descent: An empirical study
I Hegedus, M Jelasity
2016 24th Euromicro International Conference on Parallel, Distributed, and …, 2016
92016
Detecting concept drift in fully distributed environments
I Hegedűs, L Nyers, R Ormándi
2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and …, 2012
92012
Automatic free-text-tagging of online news archives.
R Farkas, G Berend, I Hegedüs, A Kárpáti, B Krich
ECAI, 529-534, 2010
92010
Dimension reduction methods for collaborative mobile gossip learning
Á Berta, I Hegedus, M Jelasity
2016 24th Euromicro International Conference on Parallel, Distributed, and …, 2016
72016
Robust decentralized differentially private stochastic gradient descent
I Hegedűs, Á Berta, M Jelasity
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable …, 2016
72016
Peer-to-peer multi-class boosting
I Hegedűs, R Busa-Fekete, R Ormándi, M Jelasity, B Kégl
European Conference on Parallel Processing, 389-400, 2012
62012
Lightning fast asynchronous distributed k-means clustering
Á Berta, I Hegedűs, R Ormándi
UCL, 2014
52014
Massively distributed concept drift handling in large networks
I Hegedűs, R Ormándi, M Jelasity
Advances in Complex Systems 16 (04n05), 1350021, 2013
52013
Gossip learning as a decentralized alternative to federated learning
I Hegedűs, G Danner, M Jelasity
IFIP International Conference on Distributed Applications and Interoperable …, 2019
32019
Differentially private linear models for gossip learning through data perturbation
I Hegedűs, M Jelasity
OPEN JOURNAL OF INTERNET OF THINGS 3 (1), 62-74, 2017
22017
Opinion mining by transformation-based domain adaptation
R Ormándi, I Hegedűs, R Farkas
International Conference on Text, Speech and Dialogue, 157-164, 2010
22010
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Cikkek 1–20