Fabio Vitale

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 37

Top Topics

Error Reduction

Top Venues

Publications

Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, André Panisson
Adversarial Online Collaborative Filtering. ALT (2024)
Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster
Bandits with Abstention under Expert Advice. CoRR (2024)
Stephen U. Pasteris, Alberto Rumi, Fabio Vitale, Nicolò Cesa-Bianchi
Sum-max Submodular Bandits. AISTATS (2024)
Yuko Kuroki, Alberto Rumi, Taira Tsuchiya, Fabio Vitale, Nicolò Cesa-Bianchi
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits. AISTATS (2024)
Yuko Kuroki, Alberto Rumi, Taira Tsuchiya, Fabio Vitale, Nicolò Cesa-Bianchi
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits. CoRR (2023)
Stephen Pasteris, Alberto Rumi, Fabio Vitale, Nicolò Cesa-Bianchi
Sum-max Submodular Bandits. CoRR (2023)
Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale
Fast and Effective GNN Training with Linearized Random Spanning Trees. CoRR (2023)
Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile
Regret Guarantees for Adversarial Online Collaborative Filtering. CoRR (2023)
Walter Balzano, Marco Lapegna, Silvia Stranieri, Fabio Vitale
Competitive-blockchain-based parking system with fairness constraints. Soft Comput. 26 (9) (2022)
Mark Herbster, Stephen Pasteris, Fabio Vitale, Massimiliano Pontil
A Gang of Adversarial Bandits. NeurIPS (2021)
Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M. Procopiuc, Claudio Gentile
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees. ICML (2021)
Walter Balzano, Fabio Vitale
LEG-PER - LiDAR-enhanced GNSS positioning error reduction. Int. J. Embed. Syst. 14 (2) (2021)
Stephen Pasteris, Ting He, Fabio Vitale, Shiqiang Wang, Mark Herbster
Online Learning of Facility Locations. ALT (2021)
Stephen Pasteris, Ting He, Fabio Vitale, Shiqiang Wang, Mark Herbster
Online Learning of Facility Locations. CoRR (2020)
Stephen Pasteris, Fabio Vitale, Kevin S. Chan, Shiqiang Wang, Mark Herbster
MaxHedge: Maximizing a Maximum Online. AISTATS (2019)
Claudio Gentile, Fabio Vitale, Anand Rajagopalan
Flattening a Hierarchical Clustering through Active Learning. CoRR (2019)
Fabio Vitale, Anand Rajagopalan, Claudio Gentile
Flattening a Hierarchical Clustering through Active Learning. NeurIPS (2019)
Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale
Correlation Clustering with Adaptive Similarity Queries. NeurIPS (2019)
Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale
Correlation Clustering with Adaptive Similarity Queries. CoRR (2019)
Stephen Pasteris, Fabio Vitale, Kevin Chan, Shiqiang Wang
MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees. CoRR (2018)
Walter Balzano, Fabio Vitale
FiDGP: A Smart Fingerprinting Radiomap Refinement Method Based on Distance-Geometry Problem. NBiS (2018)
Claudio Gentile, Nikos Parotsidis, Fabio Vitale
Online Reciprocal Recommendation with Theoretical Performance Guarantees. NeurIPS (2018)
Walter Balzano, Aniello Murano, Fabio Vitale
SNOT-WiFi: Sensor network-optimized training for wireless fingerprinting. J. High Speed Networks 24 (1) (2018)
Fabio Vitale, Nikos Parotsidis, Claudio Gentile
Online Reciprocal Recommendation with Theoretical Performance Guarantees. CoRR (2018)
Walter Balzano, Fabio Vitale
RADS: a smart Road Anomalies Detection System using Vehicle-2-Vehicle network and cluster features (S). DMSVIVA (2018)
Walter Balzano, Fabio Vitale
GER-EN - GNSS Error Reduction Using an Elastic Network Based on V2V and LiDAR. CSS (2018)
Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
On Similarity Prediction and Pairwise Clustering. ALT (2018)
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. AISTATS (2017)
Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
On Pairwise Clustering with Side Information. CoRR (2017)
Walter Balzano, Aniello Murano, Fabio Vitale
EENET: Energy Efficient Detection of NETwork Changes Using a Wireless Sensor Network. CISIS (2017)
Walter Balzano, Fabio Vitale
DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments. 3PGCIC (2017)
Walter Balzano, Fabio Vitale
DiG-Park: A Smart Parking Availability Searching Method Using V2V/V2I and DGP-Class Problem. AINA Workshops (2017)
Walter Balzano, Fabio Vitale
PAM-SAD: Ubiquitous Car Parking Availability Model Based on V2V and Smartphone Activity Detection. IIMSS (2017)
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
On the Troll-Trust Model for Edge Sign Prediction in Social Networks. CoRR (2016)
Walter Balzano, Aniello Murano, Fabio Vitale
V2V-EN - Vehicle-2-Vehicle Elastic Network. EUSPN/ICTH (2016)
Walter Balzano, Aniello Murano, Fabio Vitale
WiFACT - Wireless Fingerprinting Automated Continuous Training. AINA Workshops (2016)
Géraud Le Falher, Fabio Vitale
Even Trolls Are Useful: Efficient Link Classification in Signed Networks. CoRR (2016)
Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
See the Tree Through the Lines: The Shazoo Algorithm CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
A Correlation Clustering Approach to Link Classification in Signed Networks CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Active Learning on Trees and Graphs CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Random spanning trees and the prediction ofweighted graphs. J. Mach. Learn. Res. 14 (1) (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
A Linear Time Active Learning Algorithm for Link Classification CoRR (2013)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
A Linear Time Active Learning Algorithm for Link Classification. NIPS (2012)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Random Spanning Trees and the Prediction of Weighted Graphs CoRR (2012)
Mark Herbster, Stephen Pasteris, Fabio Vitale
Online Sum-Product Computation Over Trees. NIPS (2012)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
A Correlation Clustering Approach to Link Classification in Signed Networks. COLT (2012)
Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella
See the Tree Through the Lines: The Shazoo Algorithm. NIPS (2011)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
Predicting the labels of an unknown graph via adaptive exploration. Theor. Comput. Sci. 412 (19) (2011)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Random Spanning Trees and the Prediction of Weighted Graphs. ICML (2010)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
Active Learning on Trees and Graphs. COLT (2010)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
Learning Unknown Graphs. ALT (2009)
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
Fast and Optimal Prediction on a Labeled Tree. COLT (2009)
Claudio Gentile, Fabio Vitale, Cristian Brotto
On higher-order perceptron algorithms. NIPS (2007)
Jyrki Katajainen, Fabio Vitale
Navigation Piles with Applications to Sorting, Priority Queues, and Priority Deques. Nord. J. Comput. 10 (3) (2003)