ML Anthology

Vitale, Fabio

26 publications

ALT 2025 Self-Directed Node Classification on Graphs Georgy Sokolov, Maximilian Thiessen, Margarita Akhmejanova, Fabio Vitale, Francesco Orabona
ALT 2024 Adversarial Online Collaborative Filtering Stephen Pasteris, Fabio Vitale, Mark Herbster, Claudio Gentile, Andre Panisson
NeurIPS 2024 Bandits with Abstention Under Expert Advice Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster
ICMLW 2024 Bandits with Abstention Under Expert Advice Stephen Pasteris, Alberto Rumi, Maximilian Thiessen, Shota Saito, Atsushi Miyauchi, Fabio Vitale, Mark Herbster
AISTATS 2024 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
ICMLW 2024 Sum-Max Submodular Bandits Stephen Pasteris, Alberto Rumi, Fabio Vitale, Nicolò Cesa-Bianchi
NeurIPS 2021 A Gang of Adversarial Bandits Mark Herbster, Stephen Pasteris, Fabio Vitale, Massimiliano Pontil
ICML 2021 Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M Procopiuc, Claudio Gentile
ALT 2021 Online Learning of Facility Locations Stephen Pasteris, Ting He, Fabio Vitale, Shiqiang Wang, Mark Herbster
NeurIPS 2019 Correlation Clustering with Adaptive Similarity Queries Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale
NeurIPS 2019 Flattening a Hierarchical Clustering Through Active Learning Fabio Vitale, Anand Rajagopalan, Claudio Gentile
AISTATS 2019 MaxHedge: Maximizing a Maximum Online Stephen Pasteris, Fabio Vitale, Kevin Chan, Shiqiang Wang, Mark Herbster
ALT 2018 On Similarity Prediction and Pairwise Clustering Stephen Pasteris, Fabio Vitale, Claudio Gentile, Mark Herbster
NeurIPS 2018 Online Reciprocal Recommendation with Theoretical Performance Guarantees Fabio Vitale, Nikos Parotsidis, Claudio Gentile
AISTATS 2017 On the Troll-Trust Model for Edge Sign Prediction in Social Networks Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
JMLR 2013 Random Spanning Trees and the Prediction of Weighted Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
COLT 2012 A Correlation Clustering Approach to Link Classification in Signed Networks Nicoló Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
NeurIPS 2012 A Linear Time Active Learning Algorithm for Link Classification Nicolò Cesa-bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
NeurIPS 2012 Online Sum-Product Computation over Trees Mark Herbster, Stephen Pasteris, Fabio Vitale
NeurIPS 2011 See the Tree Through the Lines: The Shazoo Algorithm Fabio Vitale, Nicolò Cesa-bianchi, Claudio Gentile, Giovanni Zappella
COLT 2010 Active Learning on Trees and Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
ICML 2010 Random Spanning Trees and the Prediction of Weighted Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella
COLT 2009 Fast and Optimal Prediction on a Labeled Tree Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
ALT 2009 Learning Unknown Graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale
NeurIPS 2007 On Higher-Order Perceptron Algorithms Claudio Gentile, Fabio Vitale, Cristian Brotto