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ORCIDMárk Jelasity
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- affiliation: University of Szeged, Hungary
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2020 – today
- 2024
[c74]Levente Halmosi, Bálint Mohos, Márk Jelasity:
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off. ECCV (79) 2024: 1-18- [i4]Levente Halmosi, Bálint Mohos, Márk Jelasity:
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off. CoRR abs/2407.09150 (2024) - 2023
- [c73]Gábor Danner
, István Hegedüs, Márk Jelasity:
Improving Gossip Learning via Limited Model Merging. ICCCI (CCIS Volume) 2023: 351-363 - [c72]András Balogh, Márk Jelasity:
On the Functional Similarity of Robust and Non-Robust Neural Representations. ICML 2023: 1614-1635 - [i3]Levente Halmosi, Márk Jelasity:
On Evaluating the Adversarial Robustness of Semantic Segmentation Models. CoRR abs/2306.14217 (2023) - 2022
- [c71]Árpád Berta, Gábor Danner, István Hegedüs, Márk Jelasity:
Hiding Needles in a Haystack: Towards Constructing Neural Networks that Evade Verification. IH&MMSec 2022: 51-62 - 2021
- [j24]István Hegedüs, Gábor Danner, Márk Jelasity:
Decentralized learning works: An empirical comparison of gossip learning and federated learning. J. Parallel Distributed Comput. 148: 109-124 (2021) - [c70]Dániel Zombori, Balázs Bánhelyi, Tibor Csendes, István Megyeri, Márk Jelasity:
Fooling a Complete Neural Network Verifier. ICLR 2021 - [c69]István Megyeri, István Hegedüs, Márk Jelasity:
Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis. IJCNN 2021: 1-8 - 2020
- [c68]István Megyeri, István Hegedüs, Márk Jelasity:
Attacking Model Sets with Adversarial Examples. ESANN 2020: 1-6 - [c67]István Megyeri, István Hegedüs, Márk Jelasity:
Adversarial Robustness of Model Sets. IJCNN 2020: 1-8 - [c66]Gábor Danner, István Hegedüs, Márk Jelasity:
Decentralized machine learning using compressed push-pull averaging. DICG@Middleware 2020: 31-36 - [c65]Árpád Berta, Zoltán Szabó, Márk Jelasity:
Modeling Peer-to-Peer Connections over a Smartphone Network. DICG@Middleware 2020: 43-48
2010 – 2019
- 2019
- [j23]Edward Tremel, Ken Birman, Robert Kleinberg, Márk Jelasity:
Anonymous, Fault-Tolerant Distributed Queries for Smart Devices. ACM Trans. Cyber Phys. Syst. 3(2): 16:1-16:29 (2019) - [c64]István Hegedüs, Gábor Danner, Márk Jelasity:
Gossip Learning as a Decentralized Alternative to Federated Learning. DAIS 2019: 74-90 - [c63]Zoltán Szabó, Krisztián Téglás, Árpád Berta, Márk Jelasity, Vilmos Bilicki:
Stunner: A Smart Phone Trace for Developing Decentralized Edge Systems. DAIS 2019: 108-115 - [c62]István Megyeri, István Hegedüs, Márk Jelasity:
Adversarial robustness of linear models: regularization and dimensionality. ESANN 2019 - [c61]István Hegedüs, Gábor Danner, Márk Jelasity:
Decentralized Recommendation Based on Matrix Factorization: A Comparison of Gossip and Federated Learning. PKDD/ECML Workshops (1) 2019: 317-332 - 2018
- [j22]Gábor Danner, Árpád Berta, István Hegedüs, Márk Jelasity:
Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation. Secur. Commun. Networks 2018: 6728020:1-6728020:15 (2018) - [c60]Gábor Danner, Márk Jelasity:
Robust Decentralized Mean Estimation with Limited Communication. Euro-Par 2018: 447-461 - [c59]Gábor Danner, Márk Jelasity:
Token Account Algorithms: The Best of the Proactive and Reactive Worlds. ICDCS 2018: 885-895 - 2017
- [j21]István Hegedüs, Márk Jelasity:
Differentially Private Linear Models for Gossip Learning through Data Perturbation. Open J. Internet Things 3(1): 62-74 (2017) - [c58]Árpád Berta, Márk Jelasity:
Decentralized Management of Random Walks over a Mobile Phone Network. PDP 2017: 100-107 - 2016
- [j20]István Hegedüs, Árpád Berta, Márk Jelasity:
Robust Decentralized Differentially Private Stochastic Gradient Descent. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 7(2): 20-40 (2016) - [j19]István Hegedüs, Árpád Berta, Levente Kocsis, András A. Benczúr, Márk Jelasity:
Robust Decentralized Low-Rank Matrix Decomposition. ACM Trans. Intell. Syst. Technol. 7(4): 62:1-62:24 (2016) - [c57]Árpád Berta, István Hegedüs, Márk Jelasity:
Dimension Reduction Methods for Collaborative Mobile Gossip Learning. PDP 2016: 393-397 - [c56]István Hegedüs, Márk Jelasity:
Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study. PDP 2016: 566-573 - [e3]Márk Jelasity, Evangelia Kalyvianaki:
Distributed Applications and Interoperable Systems - 16th IFIP WG 6.1 International Conference, DAIS 2016, Held as Part of the 11th International Federated Conference on Distributed Computing Techniques, DisCoTec 2016, Heraklion, Crete, Greece, June 6-9, 2016, Proceedings. Lecture Notes in Computer Science 9687, Springer 2016, ISBN 978-3-319-39576-0 [contents] - 2015
- [j18]Lehel Nyers, Márk Jelasity:
A comparative study of spanning tree and gossip protocols for aggregation. Concurr. Comput. Pract. Exp. 27(16): 4091-4106 (2015) - [j17]Ken Birman, Márk Jelasity, Robert Kleinberg, Edward Tremel:
Building a Secure and Privacy-Preserving Smart Grid. ACM SIGOPS Oper. Syst. Rev. 49(1): 131-136 (2015) - [j16]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi:
A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. 10(2): 12:1-12:24 (2015) - [c55]Gábor Danner, Márk Jelasity:
Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning. DAIS 2015: 30-44 - 2014
- [c54]Lehel Nyers, Márk Jelasity:
Spanning Tree or Gossip for Aggregation: A Comparative Study. Euro-Par 2014: 379-390 - [c53]Márk Jelasity, Kenneth P. Birman:
Distributional differential privacy for large-scale smart metering. IH&MMSec 2014: 141-146 - [c52]Árpád Berta, Vilmos Bilicki, Márk Jelasity:
Defining and understanding smartphone churn over the internet: A measurement study. P2P 2014: 1-5 - [c51]István Hegedüs, Márk Jelasity, Levente Kocsis, András A. Benczúr:
Fully distributed robust singular value decomposition. P2P 2014: 1-9 - 2013
- [j15]István Hegedüs, Róbert Ormándi, Márk Jelasity:
Massively Distributed Concept Drift Handling in Large Networks. Adv. Complex Syst. 16(4-5) (2013) - [j14]Róbert Ormándi, István Hegedüs, Márk Jelasity:
Gossip learning with linear models on fully distributed data. Concurr. Comput. Pract. Exp. 25(4): 556-571 (2013) - [c50]Balázs Szörényi, Róbert Busa-Fekete, István Hegedüs, Róbert Ormándi, Márk Jelasity, Balázs Kégl:
Gossip-based distributed stochastic bandit algorithms. ICML (3) 2013: 19-27 - [c49]Roberto Roverso, Jim Dowling, Márk Jelasity:
Through the wormhole: Low cost, fresh peer sampling for the Internet. P2P 2013: 1-10 - [c48]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi:
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO 2013: 51-60 - 2012
- [j13]J. A. M. Naranjo, Leocadio G. Casado, Márk Jelasity:
Asynchronous privacy-preserving iterative computation on peer-to-peer networks. Computing 94(8-10): 763-782 (2012) - [c47]István Hegedüs, Róbert Busa-Fekete, Róbert Ormándi, Márk Jelasity, Balázs Kégl:
Peer-to-Peer Multi-class Boosting. Euro-Par 2012: 389-400 - [c46]István Hegedüs, Róbert Ormándi, Márk Jelasity:
Gossip-Based Learning under Drifting Concepts in Fully Distributed Networks. SASO 2012: 79-88 - 2011
- [j12]Márk Jelasity, Vilmos Bilicki:
Scalable Stealth Mode P2P Overlays of Very Small Constant Degree. ACM Trans. Auton. Adapt. Syst. 6(4): 27:1-27:20 (2011) - [c45]Róbert Ormándi, István Hegedüs, Márk Jelasity:
Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent. Euro-Par (1) 2011: 528-540 - [c44]Kornel Csernai, Márk Jelasity, Johan A. Pouwelse, Tamás Vinkó:
Modeling Unconnectable Peers in Private BitTorrent Communities. PDP 2011: 582-589 - [c43]Márk Jelasity, Vilmos Bilicki, Miklos Kasza:
Modeling Network-Level Impacts of P2P Flows. PDP 2011: 590-594 - [p1]Márk Jelasity:
Gossip. Self-organising Software 2011: 139-162 - [i2]Róbert Ormándi, István Hegedüs, Márk Jelasity:
Efficient P2P Ensemble Learning with Linear Models on Fully Distributed Data. CoRR abs/1109.1396 (2011) - 2010
- [c42]István Hegedüs, Róbert Ormándi, Richárd Farkas, Márk Jelasity:
Novel Balanced Feature Representation for Wikipedia Vandalism Detection Task - Lab Report for PAN at CLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c41]Róbert Ormándi, István Hegedüs, Márk Jelasity:
Overlay Management for Fully Distributed User-Based Collaborative Filtering. Euro-Par (1) 2010: 446-457 - [c40]Róbert Ormándi, István Hegedüs, Kornel Csernai, Márk Jelasity:
Towards Inferring Ratings from User Behavior in BitTorrent Communities. WETICE 2010: 217-222
2000 – 2009
- 2009
- [j11]Márk Jelasity, Alberto Montresor, Özalp Babaoglu:
T-Man: Gossip-based fast overlay topology construction. Comput. Networks 53(13): 2321-2339 (2009) - [c39]Norbert Tölgyesi, Márk Jelasity:
Adaptive Peer Sampling with Newscast. Euro-Par 2009: 523-534 - [c38]Balázs Bánhelyi, Marco Biazzini, Alberto Montresor, Márk Jelasity:
Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms. EvoWorkshops 2009: 87-92 - [c37]Marco Biazzini, Balázs Bánhelyi, Alberto Montresor, Márk Jelasity:
Distributed hyper-heuristics for real parameter optimization. GECCO 2009: 1339-1346 - [c36]Márk Jelasity, Vilmos Bilicki:
Towards Automated Detection of Peer-to-Peer Botnets: On the Limits of Local Approaches. LEET 2009 - [c35]Alberto Montresor, Márk Jelasity:
PeerSim: A Scalable P2P Simulator. Peer-to-Peer Computing 2009: 99-100 - [c34]Márk Jelasity, Vilmos Bilicki:
Scalable P2P Overlays of Very Small Constant Degree: An Emerging Security Threat. SSS 2009: 399-412 - 2008
- [c33]Dick H. J. Epema, Márk Jelasity, Josep Jorba, Alberto Montresor:
Topic 7: Peer-to-Peer Computing. Euro-Par 2008: 599-600 - [c32]Alberto Montresor, Márk Jelasity, Özalp Babaoglu:
Decentralized Ranking in Large-Scale Overlay Networks. SASO Workshops 2008: 208-213 - 2007
- [j10]Paolo Costa, Vincent Gramoli, Márk Jelasity, Gian Paolo Jesi, Erwan Le Merrer, Alberto Montresor, Leonardo Querzoni:
Exploring the interdisciplinary connections of gossip-based systems. ACM SIGOPS Oper. Syst. Rev. 41(5): 51-60 (2007) - [j9]Márk Jelasity, Spyros Voulgaris, Rachid Guerraoui, Anne-Marie Kermarrec, Maarten van Steen:
Gossip-based peer sampling. ACM Trans. Comput. Syst. 25(3): 8 (2007) - [c31]Márk Jelasity, Geoffrey Canright, Kenth Engø-Monsen:
Asynchronous Distributed Power Iteration with Gossip-Based Normalization. Euro-Par 2007: 514-525 - [c30]Özalp Babaoglu, Toni Binci, Márk Jelasity, Alberto Montresor:
Firefly-inspired Heartbeat Synchronization in Overlay Networks. SASO 2007: 77-86 - [e2]Sven Brueckner, Salima Hassas, Márk Jelasity, Daniel Yamins:
Engineering Self-Organising Systems, 4th International Workshop, ESOA 2006, Hakodate, Japan, May 9, 2006, Revised and Invited Papers. Lecture Notes in Computer Science 4335, Springer 2007, ISBN 978-3-540-69867-8 [contents] - 2006
- [j8]Márk Jelasity, Özalp Babaoglu, Robert Laddaga:
Guest Editors' Introduction: Self-Management through Self-Organization. IEEE Intell. Syst. 21(2): 8-9 (2006) - [j7]Özalp Babaoglu, Márk Jelasity, Anne-Marie Kermarrec, Alberto Montresor, Maarten van Steen:
Managing clouds: a case for a fresh look at large unreliable dynamic networks. ACM SIGOPS Oper. Syst. Rev. 40(3): 9-13 (2006) - [j6]Özalp Babaoglu, Geoffrey Canright, Andreas Deutsch, Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella, Niloy Ganguly, Márk Jelasity, Roberto Montemanni, Alberto Montresor, Tore Urnes:
Design patterns from biology for distributed computing. ACM Trans. Auton. Adapt. Syst. 1(1): 26-66 (2006) - [c29]Henrique João L. Domingos, Anne-Marie Kermarrec, Pascal Felber, Márk Jelasity:
Topic 15: Peer-to-Peer and Web Computing. Euro-Par 2006: 993 - [c28]Márk Jelasity, Alberto Montresor, Özalp Babaoglu:
The Bootstrapping Service. ICDCS Workshops 2006: 11 - [c27]Márk Jelasity, Anne-Marie Kermarrec:
Ordered Slicing of Very Large-Scale Overlay Networks. Peer-to-Peer Computing 2006: 117-124 - 2005
- [j5]Márk Jelasity, Alberto Montresor, Özalp Babaoglu:
Gossip-based aggregation in large dynamic networks. ACM Trans. Comput. Syst. 23(3): 219-252 (2005) - [c26]Márk Jelasity, Özalp Babaoglu:
T-Man: Gossip-Based Overlay Topology Management. Engineering Self-Organising Systems 2005: 1-15 - [c25]Özalp Babaoglu, Márk Jelasity, Alberto Montresor, Christof Fetzer, Stefano Leonardi, Aad P. A. van Moorsel:
The Self-Star Vision. Self-star Properties in Complex Information Systems 2005: 1-20 - [c24]Anne-Marie Kermarrec, Márk Jelasity, Antony I. T. Rowstron, Henrique João L. Domingos:
Topic 15 - Peer-to-Peer and Web Computing. Euro-Par 2005: 1141 - [c23]Alberto Montresor, Márk Jelasity, Özalp Babaoglu:
Chord on Demand. Peer-to-Peer Computing 2005: 87-94 - [e1]Özalp Babaoglu, Márk Jelasity, Alberto Montresor, Christof Fetzer, Stefano Leonardi, Aad P. A. van Moorsel, Maarten van Steen:
Self-star Properties in Complex Information Systems, Conceptual and Practical Foundations [the book is a result from a workshop at Bertinoro, Italy, Summer 2004]. Lecture Notes in Computer Science 3460, Springer 2005, ISBN 3-540-26009-9 [contents] - [i1]Özalp Babaoglu, Márk Jelasity, Alberto Montresor:
Gossip-based self-managing services for large scale dynamic networks. Service Management and Self-Organization in IP-based Networks 2005 - 2004
- [c22]Vittorio Maniezzo, Marco A. Boschetti, Márk Jelasity:
An Ant Approach to Membership Overlay Design. ANTS Workshop 2004: 37-48 - [c21]Alberto Montresor, Márk Jelasity, Özalp Babaoglu:
Robust Aggregation Protocols for Large-Scale Overlay Networks. DSN 2004: 19-28 - [c20]Márk Jelasity, Alberto Montresor:
Epidemic-Style Proactive Aggregation in Large Overlay Networks. ICDCS 2004: 102-109 - [c19]Márk Jelasity, Rachid Guerraoui, Anne-Marie Kermarrec, Maarten van Steen:
The Peer Sampling Service: Experimental Evaluation of Unstructured Gossip-Based Implementations. Middleware 2004: 79-98 - [c18]Márk Jelasity, Wojtek Kowalczyk, Maarten van Steen:
An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks. PDP 2004: 200-207 - [c17]Özalp Babaoglu, Márk Jelasity, Alberto Montresor:
Grassroots Approach to Self-management in Large-Scale Distributed Systems. UPP 2004: 286-296 - 2003
- [c16]Spyros Voulgaris, Márk Jelasity, Maarten van Steen:
A Robust and Scalable Peer-to-Peer Gossiping Protocol. AP2PC 2003: 47-58 - [c15]Márk Jelasity, Alberto Montresor, Özalp Babaoglu:
A Modular Paradigm for Building Self-Organizing Peer-to-Peer Applications. Engineering Self-Organising Systems 2003: 265-282 - 2002
- [c14]Márk Jelasity, Mike Preuß, Maarten van Steen, Ben Paechter:
Maintaining Connectivity in a Scalable and Robust Distributed Environment. CCGRID 2002: 389-394 - [c13]Ágoston E. Eiben, Márk Jelasity:
A critical note on experimental research methodology in EC. IEEE Congress on Evolutionary Computation 2002: 582-587 - [c12]Márk Jelasity, Mike Press, Ben Paechter:
A scalable and robust framework for distributed applications. IEEE Congress on Evolutionary Computation 2002: 1540-1545 - [c11]Márk Jelasity, Mike Preuß:
On Obtaining Global Information in a Peer-to-Peer Fully Distributed Environment (Research Note). Euro-Par 2002: 573-577 - [c10]Márk Jelasity, Mike Preuß, A. E. Eiben:
Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment. PPSN 2002: 172-183 - [c9]Maribel García Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan Julián Merelo Guervós, Ben Paechter, Mike Preuß, Marc Schoenauer:
A Framework for Distributed Evolutionary Algorithms. PPSN 2002: 665-675 - 2001
- [j4]Márk Jelasity, Pilar Martínez Ortigosa, Inmaculada García:
UEGO, an Abstract Clustering Technique for Multimodal Global Optimization. J. Heuristics 7(3): 215-233 (2001) - [j3]Pilar M. Ortigosa, Inmaculada García, Márk Jelasity:
Reliability and Performance of UEGO, a Clustering-based Global Optimizer. J. Glob. Optim. 19(3): 265-289 (2001) - 2000
- [j2]András Kocsor, László Tóth, András Kuba, Kornél Kovács, Márk Jelasity, Tibor Gyimóthy, János Csirik:
A Comparative Study of Several Feature Transformation and Learning Methods for Phoneme Classification. Int. J. Speech Technol. 3(3-4): 263-276 (2000) - [c8]Márk Jelasity:
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics. PPSN 2000: 755-764
1990 – 1999
- 1999
- [c7]Márk Jelasity, Boglárka G.-Tóth, Tamás Vinkó:
Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions. CEC 1999: 623-630 - [c6]Márk Jelasity:
The adaptationist stance and evolutionary computation. GECCO 1999: 1859-1864 - 1998
- [j1]Márk Jelasity, József Dombi:
GAS, A Concept on Modeling Species in Genetic Algorithms. Artif. Intell. 99(1): 1-19 (1998) - [c5]Márk Jelasity:
UEGO, an Abstract Niching Technique for Global Optimization. PPSN 1998: 378-387 - 1997
- [c4]Márk Jelasity:
A Wave Analysis of the Subset Sum Problem. ICGA 1997: 89-96 - [c3]Zoltán Alexin, János Csirik, Tibor Gyimóthy, Márk Jelasity, László Tóth:
Learning Phonetic Rules in a Speech Recognition System. ILP 1997: 37-44 - 1996
- [c2]Márk Jelasity, József Dombi:
Implicit Formae in Genetic Algorithms. PPSN 1996: 154-163 - 1995
- [c1]Márk Jelasity, József Dombi:
GAs, a Concept of Modeling Species in Genetic Algorithms. Artificial Evolution 1995: 69-85
Coauthor Index
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