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Colomboni, Roberto
11 publications
ICML
2025
A Parametric Contextual Online Learning Theory of Brokerage
François Bachoc
,
Tommaso Cesari
,
Roberto Colomboni
AISTATS
2025
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage
François Bachoc
,
Tommaso Cesari
,
Roberto Colomboni
ICLR
2025
An Online Learning Theory of Trading-Volume Maximization
Tommaso Cesari
,
Roberto Colomboni
COLT
2025
Market Making Without Regret
Nicolò Cesa-Bianchi
,
Tommaso Cesari
,
Roberto Colomboni
,
Luigi Foscari
,
Vinayak Pathak
NeurIPS
2025
Online Bilateral Trade with Minimal Feedback: Don’t Waste Seller’s Time
Francesco Bacchiocchi
,
Matteo Castiglioni
,
Roberto Colomboni
,
Alberto Marchesi
NeurIPS
2025
Online Learning in the Repeated Mediated Newsvendor Problem
Nataša Bolić
,
Tommaso Cesari
,
Roberto Colomboni
,
Christian Paravalos
TMLR
2024
A Theoretical Framework for Zeroth-Order Budget Convex Optimization
François Bachoc
,
Tommaso Cesari
,
Roberto Colomboni
,
Andrea Paudice
NeurIPS
2024
Fair Online Bilateral Trade
François Bachoc
,
Nicolò Cesa-Bianchi
,
Tommaso Cesari
,
Roberto Colomboni
JMLR
2024
Regret Analysis of Bilateral Trade with a Smoothed Adversary
Nicolò Cesa-Bianchi
,
Tommaso Cesari
,
Roberto Colomboni
,
Federico Fusco
,
Stefano Leonardi
COLT
2023
Repeated Bilateral Trade Against a Smoothed Adversary
Nicolò Cesa-Bianchi
,
Tommaso R. Cesari
,
Roberto Colomboni
,
Federico Fusco
,
Stefano Leonardi
JMLR
2022
Nonstochastic Bandits with Composite Anonymous Feedback
Nicolò Cesa-Bianchi
,
Tommaso Cesari
,
Roberto Colomboni
,
Claudio Gentile
,
Yishay Mansour