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Nicolò Cesa-Bianchi

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On Margin-Based Cluster Recovery with Oracle Queries


Jun 09, 2021
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice


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Beyond Bandit Feedback in Online Multiclass Classification


Jun 07, 2021
Dirk van der Hoeven, Federico Fusco, Nicolò Cesa-Bianchi


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Multitask Online Mirror Descent


Jun 04, 2021
Nicolò Cesa-Bianchi, Pierre Laforgue, Andrea Paudice, Massimiliano Pontil


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An Algorithm for Stochastic and Adversarial Bandits with Switching Costs


Feb 19, 2021
Chloé Rouyer, Yevgeny Seldin, Nicolò Cesa-Bianchi


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A Regret Analysis of Bilateral Trade


Feb 16, 2021
Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Federico Fusco, Stefano Leonardi


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Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries


Jan 31, 2021
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice


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Exact Recovery of Mangled Clusters with Same-Cluster Queries


Jun 08, 2020
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice


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Locally-Adaptive Nonparametric Online Learning


Feb 05, 2020
Ilja Kuzborskij, Nicolò Cesa-Bianchi


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Stochastic Bandits with Delay-Dependent Payoffs


Oct 11, 2019
Leonardo Cella, Nicolò Cesa-Bianchi


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Nonstochastic Multiarmed Bandits with Unrestricted Delays


Jun 03, 2019
Tobias Sommer Thune, Nicolò Cesa-Bianchi, Yevgeny Seldin

* 8 pages, NeurIPS preprint 

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Correlation Clustering with Adaptive Similarity Queries


May 28, 2019
Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale


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Repeated A/B Testing


May 28, 2019
Nicolò Cesa-Bianchi, Tommaso R. Cesari, Yishay Mansour, Vianney Perchet


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Distribution-Dependent Analysis of Gibbs-ERM Principle


Feb 05, 2019
Ilja Kuzborskij, Nicolò Cesa-Bianchi, Csaba Szepesvári


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Cooperative Online Learning: Keeping your Neighbors Updated


Jan 23, 2019
Nicolò Cesa-Bianchi, Tommaso R. Cesari, Claire Monteleoni


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Efficient Linear Bandits through Matrix Sketching


Sep 28, 2018
Ilja Kuzborskij, Leonardo Cella, Nicolò Cesa-Bianchi


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Dynamic Pricing with Finitely Many Unknown Valuations


Jul 09, 2018
Nicolò Cesa-Bianchi, Tommaso Cesari, Vianney Perchet


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Boltzmann Exploration Done Right


Nov 07, 2017
Nicolò Cesa-Bianchi, Claudio Gentile, Gábor Lugosi, Gergely Neu


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Nonparametric Online Regression while Learning the Metric


Oct 23, 2017
Ilja Kuzborskij, Nicolò Cesa-Bianchi

* To appear in NIPS 2017 

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Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning


Jun 30, 2017
Nicolò Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sébastien Gerchinovitz

* This document is the full version of an extended abstract accepted for presentation at COLT 2017 

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Bandit Regret Scaling with the Effective Loss Range


May 18, 2017
Nicolò Cesa-Bianchi, Ohad Shamir

* 21 pages; Fixed typo in theorem 4 and updated preceding discussion 

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


Feb 28, 2017
Géraud Le Falher, Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale

* v5: accepted to AISTATS 2017 

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Active Learning for Online Recognition of Human Activities from Streaming Videos


Apr 11, 2016
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi


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The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams


Aug 20, 2015
Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi


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Online Learning with Feedback Graphs: Beyond Bandits


Feb 26, 2015
Noga Alon, Nicolò Cesa-Bianchi, Ofer Dekel, Tomer Koren


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On the Complexity of Learning with Kernels


Nov 05, 2014
Nicolò Cesa-Bianchi, Yishay Mansour, Ohad Shamir


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Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback


Sep 30, 2014
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir

* Preliminary versions of parts of this paper appeared in [1,20], and also as arXiv papers arXiv:1106.2436 and arXiv:1307.4564 

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A Generalized Online Mirror Descent with Applications to Classification and Regression


Jul 14, 2014
Francesco Orabona, Koby Crammer, Nicolò Cesa-Bianchi

* Machine Learning June 2015, Volume 99, Issue 3, pp 411-435 

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A Gang of Bandits


Nov 04, 2013
Nicolò Cesa-Bianchi, Claudio Gentile, Giovanni Zappella

* NIPS 2013 

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Efficient Transductive Online Learning via Randomized Rounding


Sep 11, 2013
Nicolò Cesa-Bianchi, Ohad Shamir

* To appear in a Festschrift in honor of V.N. Vapnik. Preliminary version presented in NIPS 2011 

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