2025
Fast and Effective GNN Training through Sequences of Random Path Graphs.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025
Self-Directed Node Classification on Graphs.
Proceedings of the International Conference on Algorithmic Learning Theory, 2025
2024
Self-Directed Learning of Convex Labelings on Graphs.
CoRR, 2024
Bandits with Abstention under Expert Advice.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Adversarial Online Collaborative Filtering.
Proceedings of the International Conference on Algorithmic Learning Theory, 2024
Sum-max Submodular Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Fast and Effective GNN Training with Linearized Random Spanning Trees.
CoRR, 2023
Regret Guarantees for Adversarial Online Collaborative Filtering.
CoRR, 2023
2022
Competitive-blockchain-based parking system with fairness constraints.
Soft Comput., 2022
2021
LEG-PER - LiDAR-enhanced GNSS positioning error reduction.
Int. J. Embed. Syst., 2021
A Gang of Adversarial Bandits.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees.
Proceedings of the 38th International Conference on Machine Learning, 2021
Online Learning of Facility Locations.
Proceedings of the Algorithmic Learning Theory, 2021
2019
Flattening a Hierarchical Clustering through Active Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Correlation Clustering with Adaptive Similarity Queries.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
MaxHedge: Maximizing a Maximum Online.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
SNOT-WiFi: Sensor network-optimized training for wireless fingerprinting.
J. High Speed Networks, 2018
MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees.
CoRR, 2018
Online Reciprocal Recommendation with Theoretical Performance Guarantees.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
FiDGP: A Smart Fingerprinting Radiomap Refinement Method Based on Distance-Geometry Problem.
Proceedings of the Advances in Network-Based Information Systems, 2018
RADS: a smart Road Anomalies Detection System using Vehicle-2-Vehicle network and cluster features (S).
Proceedings of the 24th International DMS Conference on Visualization and Visual Languages, 2018
GER-EN - GNSS Error Reduction Using an Elastic Network Based on V2V and LiDAR.
Proceedings of the Cyberspace Safety and Security - 10th International Symposium, 2018
On Similarity Prediction and Pairwise Clustering.
Proceedings of the Algorithmic Learning Theory, 2018
2017
On Pairwise Clustering with Side Information.
CoRR, 2017
PAM-SAD: Ubiquitous Car Parking Availability Model Based on V2V and Smartphone Activity Detection.
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017
EENET: Energy Efficient Detection of NETwork Changes Using a Wireless Sensor Network.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017
On the Troll-Trust Model for Edge Sign Prediction in Social Networks.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
DiG-Park: A Smart Parking Availability Searching Method Using V2V/V2I and DGP-Class Problem.
Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops, 2017
DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments.
Proceedings of the Advances on P2P, 2017
2016
Even Trolls Are Useful: Efficient Link Classification in Signed Networks.
CoRR, 2016
V2V-EN - Vehicle-2-Vehicle Elastic Network.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016
WiFACT - Wireless Fingerprinting Automated Continuous Training.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016
2013
Random spanning trees and the prediction ofweighted graphs.
J. Mach. Learn. Res., 2013
2012
A Correlation Clustering Approach to Link Classification in Signed Networks.
Proceedings of the COLT 2012, 2012
Online Sum-Product Computation Over Trees.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
A Linear Time Active Learning Algorithm for Link Classification.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
Predicting the labels of an unknown graph via adaptive exploration.
Theor. Comput. Sci., 2011
See the Tree Through the Lines: The Shazoo Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Random Spanning Trees and the Prediction of Weighted Graphs.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Active Learning on Trees and Graphs.
Proceedings of the COLT 2010, 2010
2009
Fast and Optimal Prediction on a Labeled Tree.
Proceedings of the COLT 2009, 2009
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009
2007
On higher-order perceptron algorithms.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2003
Navigation Piles with Applications to Sorting, Priority Queues, and Priority Deques.
Nord. J. Comput., 2003