Márk Jelasity

According to our database, Márk Jelasity authored at least 100 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of three.
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2023

On Evaluating the Adversarial Robustness of Semantic Segmentation Models.

Levente Halmosi, Márk Jelasity

CoRR, 2023

On the Functional Similarity of Robust and Non-Robust Neural Representations.

András Balogh, Márk Jelasity

Proceedings of the International Conference on Machine Learning, 2023

Improving Gossip Learning via Limited Model Merging.

Gábor Danner, István Hegedüs, Márk Jelasity

Proceedings of the Advances in Computational Collective Intelligence, 2023

2022

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

Árpád Berta, Gábor Danner, István Hegedüs, Márk Jelasity

Proceedings of the IH&MMSec '22: ACM Workshop on Information Hiding and Multimedia Security, Santa Barbara, CA, USA, June 27, 2022

2021

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

István Hegedüs, Gábor Danner, Márk Jelasity

J. Parallel Distributed Comput., 2021

Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis.

István Megyeri, István Hegedüs, Márk Jelasity

Proceedings of the International Joint Conference on Neural Networks, 2021

Fooling a Complete Neural Network Verifier.

Dániel Zombori, Balázs Bánhelyi, Tibor Csendes, István Megyeri, Márk Jelasity

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Decentralized machine learning using compressed push-pull averaging.

Gábor Danner, István Hegedüs, Márk Jelasity

Proceedings of the DICG@Middleware 2020, 2020

Modeling Peer-to-Peer Connections over a Smartphone Network.

Árpád Berta, Zoltán Szabó, Márk Jelasity

Proceedings of the DICG@Middleware 2020, 2020

Adversarial Robustness of Model Sets.

István Megyeri, István Hegedüs, Márk Jelasity

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Attacking Model Sets with Adversarial Examples.

István Megyeri, István Hegedüs, Márk Jelasity

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Anonymous, Fault-Tolerant Distributed Queries for Smart Devices.

Edward Tremel, Ken Birman, Robert Kleinberg, Márk Jelasity

ACM Trans. Cyber Phys. Syst., 2019

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

István Hegedüs, Gábor Danner, Márk Jelasity

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Adversarial robustness of linear models: regularization and dimensionality.

István Megyeri, István Hegedüs, Márk Jelasity

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Stunner: A Smart Phone Trace for Developing Decentralized Edge Systems.

Zoltán Szabó, Krisztián Téglás, Árpád Berta, Márk Jelasity, Vilmos Bilicki

Proceedings of the Distributed Applications and Interoperable Systems, 2019

Gossip Learning as a Decentralized Alternative to Federated Learning.

István Hegedüs, Gábor Danner, Márk Jelasity

Proceedings of the Distributed Applications and Interoperable Systems, 2019

2018

Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation.

Gábor Danner, Árpád Berta, István Hegedüs, Márk Jelasity

Secur. Commun. Networks, 2018

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

Gábor Danner, Márk Jelasity

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Robust Decentralized Mean Estimation with Limited Communication.

Gábor Danner, Márk Jelasity

Proceedings of the Euro-Par 2018: Parallel Processing, 2018

2017

Differentially Private Linear Models for Gossip Learning through Data Perturbation.

István Hegedüs, Márk Jelasity

Open J. Internet Things, 2017

Decentralized Management of Random Walks over a Mobile Phone Network.

Árpád Berta, Márk Jelasity

Proceedings of the 25th Euromicro International Conference on Parallel, 2017

2016

Robust Decentralized Low-Rank Matrix Decomposition.

István Hegedüs, Árpád Berta, Levente Kocsis, András A. Benczúr, Márk Jelasity

ACM Trans. Intell. Syst. Technol., 2016

Robust Decentralized Differentially Private Stochastic Gradient Descent.

István Hegedüs, Árpád Berta, Márk Jelasity

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2016

Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study.

István Hegedüs, Márk Jelasity

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Dimension Reduction Methods for Collaborative Mobile Gossip Learning.

Árpád Berta, István Hegedüs, Márk Jelasity

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

2015

A Distributed Algorithm for Large-Scale Graph Partitioning.

Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi

ACM Trans. Auton. Adapt. Syst., 2015

Building a Secure and Privacy-Preserving Smart Grid.

Ken Birman, Márk Jelasity, Robert Kleinberg, Edward Tremel

ACM SIGOPS Oper. Syst. Rev., 2015

A comparative study of spanning tree and gossip protocols for aggregation.

Lehel Nyers, Márk Jelasity

Concurr. Comput. Pract. Exp., 2015

Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning.

Gábor Danner, Márk Jelasity

Proceedings of the Distributed Applications and Interoperable Systems, 2015

2014

Fully distributed robust singular value decomposition.

István Hegedüs, Márk Jelasity, Levente Kocsis, András A. Benczúr

Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Defining and understanding smartphone churn over the internet: A measurement study.

Árpád Berta, Vilmos Bilicki, Márk Jelasity

Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Distributional differential privacy for large-scale smart metering.

Márk Jelasity, Kenneth P. Birman

Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2014

Spanning Tree or Gossip for Aggregation: A Comparative Study.

Lehel Nyers, Márk Jelasity

Proceedings of the Euro-Par 2014 Parallel Processing, 2014

2013

Gossip learning with linear models on fully distributed data.

Róbert Ormándi, István Hegedüs, Márk Jelasity

Concurr. Comput. Pract. Exp., 2013

Massively Distributed Concept Drift Handling in Large Networks.

István Hegedüs, Róbert Ormándi, Márk Jelasity

Adv. Complex Syst., 2013

JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning.

Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi

Proceedings of the 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2013

Through the wormhole: Low cost, fresh peer sampling for the Internet.

Roberto Roverso, Jim Dowling, Márk Jelasity

Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

Gossip-based distributed stochastic bandit algorithms.

Balázs Szörényi, Róbert Busa-Fekete, István Hegedüs, Róbert Ormándi, Márk Jelasity, Balázs Kégl

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Asynchronous privacy-preserving iterative computation on peer-to-peer networks.

J. A. M. Naranjo, Leocadio G. Casado, Márk Jelasity

Computing, 2012

Gossip-Based Learning under Drifting Concepts in Fully Distributed Networks.

István Hegedüs, Róbert Ormándi, Márk Jelasity

Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

Peer-to-Peer Multi-class Boosting.

István Hegedüs, Róbert Busa-Fekete, Róbert Ormándi, Márk Jelasity, Balázs Kégl

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011

Gossip.

Márk Jelasity

Proceedings of the Self-organising Software - From Natural to Artificial Adaptation, 2011

Scalable Stealth Mode P2P Overlays of Very Small Constant Degree.

Márk Jelasity, Vilmos Bilicki

ACM Trans. Auton. Adapt. Syst., 2011

Efficient P2P Ensemble Learning with Linear Models on Fully Distributed Data

Róbert Ormándi, István Hegedüs, Márk Jelasity

CoRR, 2011

Modeling Network-Level Impacts of P2P Flows.

Márk Jelasity, Vilmos Bilicki, Miklos Kasza

Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Modeling Unconnectable Peers in Private BitTorrent Communities.

Kornel Csernai, Márk Jelasity, Johan A. Pouwelse, Tamás Vinkó

Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent.

Róbert Ormándi, István Hegedüs, Márk Jelasity

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010

Towards Inferring Ratings from User Behavior in BitTorrent Communities.

Róbert Ormándi, István Hegedüs, Kornel Csernai, Márk Jelasity

Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

Overlay Management for Fully Distributed User-Based Collaborative Filtering.

Róbert Ormándi, István Hegedüs, Márk Jelasity

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

Novel Balanced Feature Representation for Wikipedia Vandalism Detection Task - Lab Report for PAN at CLEF 2010.

István Hegedüs, Róbert Ormándi, Richárd Farkas, Márk Jelasity

Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009

T-Man: Gossip-based fast overlay topology construction.

Márk Jelasity, Alberto Montresor, Özalp Babaoglu

Comput. Networks, 2009

Scalable P2P Overlays of Very Small Constant Degree: An Emerging Security Threat.

Márk Jelasity, Vilmos Bilicki

Proceedings of the Stabilization, 2009

PeerSim: A Scalable P2P Simulator.

Alberto Montresor, Márk Jelasity

Proceedings of the Proceedings P2P 2009, 2009

Towards Automated Detection of Peer-to-Peer Botnets: On the Limits of Local Approaches.

Márk Jelasity, Vilmos Bilicki

Proceedings of the 2nd USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2009

Distributed hyper-heuristics for real parameter optimization.

Marco Biazzini, Balázs Bánhelyi, Alberto Montresor, Márk Jelasity

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms.

Balázs Bánhelyi, Marco Biazzini, Alberto Montresor, Márk Jelasity

Proceedings of the Applications of Evolutionary Computing, 2009

Adaptive Peer Sampling with Newscast.

Norbert Tölgyesi, Márk Jelasity

Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008

Decentralized Ranking in Large-Scale Overlay Networks.

Alberto Montresor, Márk Jelasity, Özalp Babaoglu

Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Topic 7: Peer-to-Peer Computing.

Dick H. J. Epema, Márk Jelasity, Josep Jorba, Alberto Montresor

Proceedings of the Euro-Par 2008, 2008

2007

Gossip-based peer sampling.

Márk Jelasity, Spyros Voulgaris, Rachid Guerraoui, Anne-Marie Kermarrec, Maarten van Steen

ACM Trans. Comput. Syst., 2007

Exploring the interdisciplinary connections of gossip-based systems.

Paolo Costa, Vincent Gramoli, Márk Jelasity, Gian Paolo Jesi, Erwan Le Merrer, Alberto Montresor, Leonardo Querzoni

ACM SIGOPS Oper. Syst. Rev., 2007

Firefly-inspired Heartbeat Synchronization in Overlay Networks.

Özalp Babaoglu, Toni Binci, Márk Jelasity, Alberto Montresor

Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems, 2007

Asynchronous Distributed Power Iteration with Gossip-Based Normalization.

Márk Jelasity, Geoffrey Canright, Kenth Engø-Monsen

Proceedings of the Euro-Par 2007, 2007

2006

Design patterns from biology for distributed computing.

Özalp Babaoglu, Geoffrey Canright, Andreas Deutsch, Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella, Niloy Ganguly, Márk Jelasity, Roberto Montemanni, Alberto Montresor, Tore Urnes

ACM Trans. Auton. Adapt. Syst., 2006

Managing clouds: a case for a fresh look at large unreliable dynamic networks.

Özalp Babaoglu, Márk Jelasity, Anne-Marie Kermarrec, Alberto Montresor, Maarten van Steen

ACM SIGOPS Oper. Syst. Rev., 2006

Guest Editors' Introduction: Self-Management through Self-Organization.

Márk Jelasity, Özalp Babaoglu, Robert Laddaga

IEEE Intell. Syst., 2006

Ordered Slicing of Very Large-Scale Overlay Networks.

Márk Jelasity, Anne-Marie Kermarrec

Proceedings of the Sixth IEEE International Conference on Peer-to-Peer Computing (P2P 2006), 2006

The Bootstrapping Service.

Márk Jelasity, Alberto Montresor, Özalp Babaoglu

Proceedings of the 26th International Conference on Distributed Computing Systems Workshops (ICDCS 2006 Workshops), 2006

Topic 15: Peer-to-Peer and Web Computing.

Henrique João L. Domingos, Anne-Marie Kermarrec, Pascal Felber, Márk Jelasity

Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005

Gossip-based aggregation in large dynamic networks.

Márk Jelasity, Alberto Montresor, Özalp Babaoglu

ACM Trans. Comput. Syst., 2005

Chord on Demand.

Alberto Montresor, Márk Jelasity, Özalp Babaoglu

Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing (P2P 2005), 31 August, 2005

Topic 15 - Peer-to-Peer and Web Computing.

Anne-Marie Kermarrec, Márk Jelasity, Antony I. T. Rowstron, Henrique João L. Domingos

Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

Gossip-based self-managing services for large scale dynamic networks.

Özalp Babaoglu, Márk Jelasity, Alberto Montresor

Proceedings of the Service Management and Self-Organization in IP-based Networks, 2005

The Self-Star Vision.

Özalp Babaoglu, Márk Jelasity, Alberto Montresor, Christof Fetzer, Stefano Leonardi, Aad P. A. van Moorsel

Proceedings of the Self-star Properties in Complex Information Systems, 2005

T-Man: Gossip-Based Overlay Topology Management.

Márk Jelasity, Özalp Babaoglu

Proceedings of the Engineering Self-Organising Systems, Third International Workshop, 2005

2004

Grassroots Approach to Self-management in Large-Scale Distributed Systems.

Özalp Babaoglu, Márk Jelasity, Alberto Montresor

Proceedings of the Unconventional Programming Paradigms, 2004

An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks.

Márk Jelasity, Wojtek Kowalczyk, Maarten van Steen

Proceedings of the 12th Euromicro Workshop on Parallel, 2004

The Peer Sampling Service: Experimental Evaluation of Unstructured Gossip-Based Implementations.

Márk Jelasity, Rachid Guerraoui, Anne-Marie Kermarrec, Maarten van Steen

Proceedings of the Middleware 2004, 2004

Epidemic-Style Proactive Aggregation in Large Overlay Networks.

Márk Jelasity, Alberto Montresor

Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS 2004), 2004

Robust Aggregation Protocols for Large-Scale Overlay Networks.

Alberto Montresor, Márk Jelasity, Özalp Babaoglu

Proceedings of the 2004 International Conference on Dependable Systems and Networks (DSN 2004), 28 June, 2004

An Ant Approach to Membership Overlay Design.

Vittorio Maniezzo, Marco A. Boschetti, Márk Jelasity

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003

A Modular Paradigm for Building Self-Organizing Peer-to-Peer Applications.

Márk Jelasity, Alberto Montresor, Özalp Babaoglu

Proceedings of the Engineering Self-Organising Systems, 2003

A Robust and Scalable Peer-to-Peer Gossiping Protocol.

Spyros Voulgaris, Márk Jelasity, Maarten van Steen

Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

2002

Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment.

Márk Jelasity, Mike Preuß, A. E. Eiben

Proceedings of the Parallel Problem Solving from Nature, 2002

A Framework for Distributed Evolutionary Algorithms.

Maribel García Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan Julián Merelo Guervós, Ben Paechter, Mike Preuß, Marc Schoenauer

Proceedings of the Parallel Problem Solving from Nature, 2002

On Obtaining Global Information in a Peer-to-Peer Fully Distributed Environment (Research Note).

Márk Jelasity, Mike Preuß

Proceedings of the Euro-Par 2002, 2002

A scalable and robust framework for distributed applications.

Márk Jelasity, Mike Press, Ben Paechter

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

A critical note on experimental research methodology in EC.

Ágoston E. Eiben, Márk Jelasity

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Maintaining Connectivity in a Scalable and Robust Distributed Environment.

Márk Jelasity, Mike Preuß, Maarten van Steen, Ben Paechter

Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001

Reliability and Performance of UEGO, a Clustering-based Global Optimizer.

Pilar M. Ortigosa, Inmaculada García, Márk Jelasity

J. Glob. Optim., 2001

UEGO, an Abstract Clustering Technique for Multimodal Global Optimization.

Márk Jelasity, Pilar Martínez Ortigosa, Inmaculada García

J. Heuristics, 2001

2000

A Comparative Study of Several Feature Transformation and Learning Methods for Phoneme Classification.

András Kocsor, László Tóth, András Kuba, Kornél Kovács, Márk Jelasity, Tibor Gyimóthy, János Csirik

Int. J. Speech Technol., 2000

Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics.

Márk Jelasity

Proceedings of the Parallel Problem Solving from Nature, 2000

1999

The adaptationist stance and evolutionary computation.

Márk Jelasity

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions.

Márk Jelasity, Boglárka G.-Tóth, Tamás Vinkó

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998

GAS, A Concept on Modeling Species in Genetic Algorithms.

Márk Jelasity, József Dombi

Artif. Intell., 1998

UEGO, an Abstract Niching Technique for Global Optimization.

Márk Jelasity

Proceedings of the Parallel Problem Solving from Nature, 1998

1997

Learning Phonetic Rules in a Speech Recognition System.

Zoltán Alexin, János Csirik, Tibor Gyimóthy, Márk Jelasity, László Tóth

Proceedings of the Inductive Logic Programming, 7th International Workshop, 1997

A Wave Analysis of the Subset Sum Problem.

Márk Jelasity

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

1996

Implicit Formae in Genetic Algorithms.

Márk Jelasity, József Dombi

Proceedings of the Parallel Problem Solving from Nature, 1996