Navigation Piles with Applications to Sorting, Priority Queues, and Priority Deques. - Jyrki Katajainen; Fabio Vitale (Nord. J. Comput., 2003)

On higher-order perceptron algorithms. - Claudio Gentile; Fabio Vitale; Cristian Brotto (NIPS, 2007)

Learning Unknown Graphs. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale (ALT, 2009)

Fast and Optimal Prediction on a Labeled Tree. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale (COLT, 2009)

Active Learning on Trees and Graphs. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale; Giovanni Zappella (COLT, 2010)

Random Spanning Trees and the Prediction of Weighted Graphs. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale; Giovanni Zappella (ICML, 2010)

See the Tree Through the Lines: The Shazoo Algorithm. - Fabio Vitale; Nicolò Cesa-Bianchi; Claudio Gentile; Giovanni Zappella (NIPS, 2011)

Predicting the labels of an unknown graph via adaptive exploration. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale (Theor. Comput. Sci., 2011)

A Linear Time Active Learning Algorithm for Link Classification. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale; Giovanni Zappella (NIPS, 2012)

Online Sum-Product Computation Over Trees. - Mark Herbster; Stephen Pasteris; Fabio Vitale (NIPS, 2012)

A Correlation Clustering Approach to Link Classification in Signed Networks. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale; Giovanni Zappella (COLT, 2012)

Random spanning trees and the prediction ofweighted graphs. - Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale; Giovanni Zappella (J. Mach. Learn. Res., 2013)

WiFACT - Wireless Fingerprinting Automated Continuous Training. - Walter Balzano; Aniello Murano; Fabio Vitale (AINA Workshops, 2016)

V2V-EN - Vehicle-2-Vehicle Elastic Network. - Walter Balzano; Aniello Murano; Fabio Vitale (EUSPN/ICTH, 2016)

Even Trolls Are Useful: Efficient Link Classification in Signed Networks. - Géraud Le Falher; Fabio Vitale (CoRR, 2016)

DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments. - Walter Balzano; Fabio Vitale (3PGCIC, 2017)

DiG-Park: A Smart Parking Availability Searching Method Using V2V/V2I and DGP-Class Problem. - Walter Balzano; Fabio Vitale (AINA Workshops, 2017)

On the Troll-Trust Model for Edge Sign Prediction in Social Networks. - Géraud Le Falher; Nicolò Cesa-Bianchi; Claudio Gentile; Fabio Vitale (AISTATS, 2017)

EENET: Energy Efficient Detection of NETwork Changes Using a Wireless Sensor Network. - Walter Balzano; Aniello Murano; Fabio Vitale (CISIS, 2017)

PAM-SAD: Ubiquitous Car Parking Availability Model Based on V2V and Smartphone Activity Detection. - Walter Balzano; Fabio Vitale (IIMSS, 2017)

On Pairwise Clustering with Side Information. - Stephen Pasteris; Fabio Vitale; Claudio Gentile; Mark Herbster (CoRR, 2017)

On Similarity Prediction and Pairwise Clustering. - Stephen Pasteris; Fabio Vitale; Claudio Gentile; Mark Herbster (ALT, 2018)

GER-EN - GNSS Error Reduction Using an Elastic Network Based on V2V and LiDAR. - Walter Balzano; Fabio Vitale (CSS, 2018)

RADS: a smart Road Anomalies Detection System using Vehicle-2-Vehicle network and cluster features (S). - Walter Balzano; Fabio Vitale (DMSVIVA, 2018)

FiDGP: A Smart Fingerprinting Radiomap Refinement Method Based on Distance-Geometry Problem. - Walter Balzano; Fabio Vitale (NBiS, 2018)

Online Reciprocal Recommendation with Theoretical Performance Guarantees. - Claudio Gentile; Nikos Parotsidis; Fabio Vitale (NeurIPS, 2018)

MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees. - Stephen Pasteris; Fabio Vitale; Kevin Chan 001; Shiqiang Wang 001 (CoRR, 2018)

SNOT-WiFi: Sensor network-optimized training for wireless fingerprinting. - Walter Balzano; Aniello Murano; Fabio Vitale (J. High Speed Networks, 2018)

MaxHedge: Maximizing a Maximum Online. - Stephen Pasteris; Fabio Vitale; Kevin S. Chan; Shiqiang Wang 001; Mark Herbster (AISTATS, 2019)

Correlation Clustering with Adaptive Similarity Queries. - Marco Bressan 002; Nicolò Cesa-Bianchi; Andrea Paudice; Fabio Vitale (NeurIPS, 2019)

Flattening a Hierarchical Clustering through Active Learning. - Fabio Vitale; Anand Rajagopalan; Claudio Gentile (NeurIPS, 2019)

Online Learning of Facility Locations. - Stephen Pasteris; Ting He 001; Fabio Vitale; Shiqiang Wang 001; Mark Herbster (ALT, 2021)

Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. - Anand Rajagopalan; Fabio Vitale; Danny Vainstein; Gui Citovsky; Cecilia M. Procopiuc; Claudio Gentile (ICML, 2021)

A Gang of Adversarial Bandits. - Mark Herbster; Stephen Pasteris; Fabio Vitale; Massimiliano Pontil (NeurIPS, 2021)

LEG-PER - LiDAR-enhanced GNSS positioning error reduction. - Walter Balzano; Fabio Vitale (Int. J. Embed. Syst., 2021)

Competitive-blockchain-based parking system with fairness constraints. - Walter Balzano; Marco Lapegna; Silvia Stranieri; Fabio Vitale (Soft Comput., 2022)

Regret Guarantees for Adversarial Online Collaborative Filtering. - Stephen Pasteris; Fabio Vitale; Mark Herbster; Claudio Gentile (CoRR, 2023)

Fast and Effective GNN Training with Linearized Random Spanning Trees. - Francesco Bonchi; Claudio Gentile; André Panisson; Fabio Vitale (CoRR, 2023)

Best-of-Both-Worlds Algorithms for Linear Contextual Bandits. - Yuko Kuroki; Alberto Rumi; Taira Tsuchiya; Fabio Vitale; Nicolò Cesa-Bianchi (AISTATS, 2024)

Sum-max Submodular Bandits. - Stephen U. Pasteris; Alberto Rumi; Fabio Vitale; Nicolò Cesa-Bianchi (AISTATS, 2024)

Adversarial Online Collaborative Filtering. - Stephen Pasteris; Fabio Vitale; Mark Herbster; Claudio Gentile; André Panisson (ALT, 2024)

Bandits with Abstention under Expert Advice. - Stephen Pasteris; Alberto Rumi; Maximilian Thiessen; Shota Saito; Atsushi Miyauchi 001; Fabio Vitale; Mark Herbster (NeurIPS, 2024)

Self-Directed Learning of Convex Labelings on Graphs. - Georgy Sokolov; Maximilian Thiessen; Margarita Akhmejanova; Fabio Vitale; Francesco Orabona (CoRR, 2024)

Self-Directed Node Classification on Graphs. - Georgy Sokolov; Maximilian Thiessen; Margarita Akhmejanova; Fabio Vitale; Francesco Orabona (ALT, 2025)

Fast and Effective GNN Training through Sequences of Random Path Graphs. - Francesco Bonchi; Claudio Gentile; Francesco Paolo Nerini; André Panisson; Fabio Vitale (KDD (1), 2025)