Fabio Vitale

According to our database, Fabio Vitale authored at least 43 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Self-Directed Learning of Convex Labelings on Graphs.

Georgy Sokolov, Maximilian Thiessen, Margarita Akhmejanova, Fabio Vitale, Francesco Orabona

CoRR, 2024

Bandits with Abstention under Expert Advice.

Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster

CoRR, 2024

Adversarial Online Collaborative Filtering.

Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, André Panisson

Proceedings of the International Conference on Algorithmic Learning Theory, 2024

Sum-max Submodular Bandits.

Stephen U. Pasteris, Alberto Rumi, Fabio Vitale, Nicolò Cesa-Bianchi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Best-of-Both-Worlds Algorithms for Linear Contextual Bandits.

Yuko Kuroki, Alberto Rumi, Taira Tsuchiya, Fabio Vitale, Nicolò Cesa-Bianchi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Fast and Effective GNN Training with Linearized Random Spanning Trees.

Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale

CoRR, 2023

Regret Guarantees for Adversarial Online Collaborative Filtering.

Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile

CoRR, 2023

2022

Competitive-blockchain-based parking system with fairness constraints.

Walter Balzano, Marco Lapegna, Silvia Stranieri, Fabio Vitale

Soft Comput., 2022

2021

LEG-PER - LiDAR-enhanced GNSS positioning error reduction.

Walter Balzano, Fabio Vitale

Int. J. Embed. Syst., 2021

A Gang of Adversarial Bandits.

Mark Herbster, Stephen Pasteris, Fabio Vitale, Massimiliano Pontil

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.

Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile

Proceedings of the 38th International Conference on Machine Learning, 2021

Online Learning of Facility Locations.

Stephen Pasteris, Ting He, Fabio Vitale, Shiqiang Wang, Mark Herbster

Proceedings of the Algorithmic Learning Theory, 2021

2019

Flattening a Hierarchical Clustering through Active Learning.

Fabio Vitale, Anand Rajagopalan, Claudio Gentile

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.

Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

MaxHedge: Maximizing a Maximum Online.

Stephen Pasteris, Fabio Vitale, Kevin S. Chan, Shiqiang Wang, Mark Herbster

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

SNOT-WiFi: Sensor network-optimized training for wireless fingerprinting.

Walter Balzano, Aniello Murano, Fabio Vitale

J. High Speed Networks, 2018

MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees.

Stephen Pasteris, Fabio Vitale, Kevin Chan, Shiqiang Wang

CoRR, 2018

Online Reciprocal Recommendation with Theoretical Performance Guarantees.

Claudio Gentile, Nikos Parotsidis, Fabio Vitale

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.

Walter Balzano, Fabio Vitale

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).

Walter Balzano, Fabio Vitale

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.

Walter Balzano, Fabio Vitale

Proceedings of the Cyberspace Safety and Security - 10th International Symposium, 2018

On Similarity Prediction and Pairwise Clustering.

Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster

Proceedings of the Algorithmic Learning Theory, 2018

2017

On Pairwise Clustering with Side Information.

Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster

CoRR, 2017

PAM-SAD: Ubiquitous Car Parking Availability Model Based on V2V and Smartphone Activity Detection.

Walter Balzano, Fabio Vitale

Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017

EENET: Energy Efficient Detection of NETwork Changes Using a Wireless Sensor Network.

Walter Balzano, Aniello Murano, Fabio Vitale

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

On the Troll-Trust Model for Edge Sign Prediction in Social Networks.

Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale

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.

Walter Balzano, Fabio Vitale

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.

Walter Balzano, Fabio Vitale

Proceedings of the Advances on P2P, 2017

2016

Even Trolls Are Useful: Efficient Link Classification in Signed Networks.

Géraud Le Falher, Fabio Vitale

CoRR, 2016

V2V-EN - Vehicle-2-Vehicle Elastic Network.

Walter Balzano, Aniello Murano, Fabio Vitale

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.

Walter Balzano, Aniello Murano, Fabio Vitale

Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

2013

Random spanning trees and the prediction ofweighted graphs.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

J. Mach. Learn. Res., 2013

2012

A Correlation Clustering Approach to Link Classification in Signed Networks.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

Proceedings of the COLT 2012, 2012

Online Sum-Product Computation Over Trees.

Mark Herbster, Stephen Pasteris, Fabio Vitale

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.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

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.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale

Theor. Comput. Sci., 2011

See the Tree Through the Lines: The Shazoo Algorithm.

Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella

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.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Active Learning on Trees and Graphs.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella

Proceedings of the COLT 2010, 2010

2009

Fast and Optimal Prediction on a Labeled Tree.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale

Proceedings of the COLT 2009, 2009

Learning Unknown Graphs.

Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale

Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009

2007

On higher-order perceptron algorithms.

Claudio Gentile, Fabio Vitale, Cristian Brotto

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2003

Navigation Piles with Applications to Sorting, Priority Queues, and Priority Deques.

Jyrki Katajainen, Fabio Vitale

Nord. J. Comput., 2003