← All authors Nicolò Cesa-Bianchi Politecnico di Milano (from arXiv:2310.09597, 2023) · ORCID · OpenAlex
39 papers in scope · 39 published · 1 on the econ.EM arXiv · 11,006 citations · h-index 26 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Bo Zhou Yan Xu Roberto Colomboni Keisuke Hirano Jack R. Porter Stéphane Bonhomme Maximilian Kasy Koen Jochmans Martin Weidner Davud Rostam-Afschar J. B. Kemper Karun Adusumilli Abhi Vemulapati Ramon Van den Akker Isaiah Andrews Bo Zhou Bas J. M. Werker Aurélien Bibaut Jinglong Zhao Gabriel Saco Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 39)
Overparametrization, Regularization, Identifiability and Uncertainty in Machine Learning
published 2025 · Oberwolfach Reports
with Philipp Hennig, Andreas Krause, Ulrike von Luxburg
Improved Regret Bounds for Bandits with Expert Advice
published 2025 · Journal of Artificial Intelligence Research · first circulated 2024
with Khaled Eldowa, Emmanuel Esposito, Julia Olkhovskaya
published 2025 · Econometrica · 2 citations · first circulated 2023
Bilateral Trade: A Regret Minimization Perspective
published 2023 · Mathematics of Operations Research · 10 citations · first circulated 2021
Online Learning Algorithms
published 2020 · Annual Review of Statistics and Its Application · 38 citations
with Francesco Orabona
Bandit Regret Scaling with the Effective Loss Range
published 2018 · Algorithmic Learning Theory · 2 citations · first circulated 2017
with Ohad Shamir
Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback
published 2017 · SIAM Journal on Computing · 20 citations
with Noga Alon, Claudio Gentile, Shie Mannor, Yishay Mansour, Ohad Shamir
A generalized online mirror descent with applications to classification and regression
published 2014 · Machine Learning · 50 citations · first circulated 2013
with Francesco Orabona, Koby Crammer
Regret Minimization for Reserve Prices in Second-Price Auctions
published 2014 · IEEE Transactions on Information Theory · 103 citations · first circulated 2013
with Claudio Gentile, Yishay Mansour
Bandits With Heavy Tail
published 2013 · IEEE Transactions on Information Theory · 251 citations · first circulated 2012
with Sébastien Bubeck, Gábor Lugosi
Random spanning trees and the prediction ofweighted graphs
published 2013 · Journal of Machine Learning Research · 30 citations · first circulated 2012
with Claudio Gentile, Fabio Vitale, Giovanni Zappella
PAC-Bayesian Inequalities for Martingales
published 2012 · IEEE Transactions on Information Theory · 77 citations · first circulated 2011
with Yevgeny Seldin, Fran ois Laviolette, John Shawe-Taylor, Peter Auer, François Laviolette
Combinatorial bandits
published 2012 · Journal of Computer and System Sciences · 342 citations
with Gábor Lugosi
Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference
published 2011 · Machine Learning · 77 citations
with Matteo Ré, Giorgio Valentini
Online Learning of Noisy Data
published 2011 · IEEE Transactions on Information Theory · 44 citations · first circulated 2010
with Shai Shalev-Shwartz, Ohad Shamir
Quantity Makes Quality: Learning with Partial Views
published 2011 · Proceedings of the AAAI Conference on Artificial Intelligence
with Shai Shalev-Shwartz, Ohad Shamir
Learning noisy linear classifiers via adaptive and selective sampling
published 2010 · Machine Learning · 31 citations
with Giovanni Cavallanti, Claudio Gentile
Guest Editorial: Learning from multiple sources
published 2010 · Machine Learning · 14 citations
with David R. Hardoon, Gayle Leen
Improved Risk Tail Bounds for On-Line Algorithms
published 2008 · IEEE Transactions on Information Theory · 50 citations · first circulated 2005
with Claudio Gentile
Tracking the best hyperplane with a simple budget Perceptron
published 2007 · Machine Learning · 155 citations · first circulated 2006
with Giovanni Cavallanti, Claudio Gentile
Improved second-order bounds for prediction with expert advice
published 2006 · Machine Learning · 159 citations · first circulated 2005
with Yishay Mansour, Gilles Stoltz
Regret Minimization Under Partial Monitoring
published 2006 · Mathematics of Operations Research · 145 citations
with Gábor Lugosi, Gilles Stoltz
A distributed voting scheme to maximize preferences
published 2006 · RAIRO - Theoretical Informatics and Applications
with Peter Auer
Minimizing Regret With Label Efficient Prediction
published 2005 · IEEE Transactions on Information Theory · 81 citations · first circulated 2004
with Gábor Lugosi, Gilles Stoltz
A Second-Order Perceptron Algorithm
published 2005 · SIAM Journal on Computing · 201 citations · first circulated 2002
with Alex Conconi, Claudio Gentile
Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms
published 2004 · Neural Information Processing Systems · 29 citations
with Claudio Gentile, Luca Zaniboni
no link
On the Generalization Ability of On-Line Learning Algorithms
published 2004 · IEEE Transactions on Information Theory · 447 citations · first circulated 2002
with Alex Conconi, Claudio Gentile
Potential-Based Algorithms in On-Line Prediction and Game Theory
published 2003 · Machine Learning · 108 citations · first circulated 2001
with Gábor Lugosi, Ramon Trias Fargas
Finite-time Analysis of the Multiarmed Bandit Problem
published 2002 · Machine Learning · 5852 citations
with Peter Auer, Paul Fischer
The Nonstochastic Multiarmed Bandit Problem
published 2002 · SIAM Journal on Computing · 2256 citations
with Peter Auer, Yoav Freund, Robert E. Schapire
MULTIARMED BANDITS IN THE WORST CASE
published 2002 · IFAC Proceedings Volumes · 1 citations
Worst-Case Bounds for the Logarithmic Loss of Predictors
published 2001 · Machine Learning · 36 citations · first circulated 1999
with Gábor Lugosi
Guest Editors' Introduction
published 1999 · Machine Learning
with Jonathan Baxter
On prediction of individual sequences
published 1999 · The Annals of Statistics · 100 citations · first circulated 1998
with Gábor Lugosi
Analysis of Two Gradient-Based Algorithms for On-Line Regression
published 1999 · Journal of Computer and System Sciences · 64 citations · first circulated 1997
On-line Prediction and Conversion Strategies
published 1996 · Machine Learning · 68 citations
with Yoav Freund, David P. Helmbold, Manfred K. Warmuth
Worst-case quadratic loss bounds for prediction using linear functions and gradient descent
published 1996 · IEEE Transactions on Neural Networks · 151 citations
with Philip M. Long, Manfred K. Warmuth
Bounds on approximate steepest descent for likelihood maximization in exponential families
published 1994 · IEEE Transactions on Information Theory · 10 citations
with Anders Krogh, Manfred K. Warmuth
Microcanonical annealing on neural networks
published 1988 · Neural Networks · 2 citations
with G. Cattaneo
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