Ikuti
Roberto Colomboni
Roberto Colomboni
Machine Learning Researcher at POLIMI (Milan) and UNIMI (Milan)
Email yang diverifikasi di polimi.it - Beranda
Judul
Dikutip oleh
Dikutip oleh
Tahun
Bilateral trade: A regret minimization perspective
N Cesa-Bianchi, T Cesari, R Colomboni, F Fusco, S Leonardi
Mathematics of Operations Research 49 (1), 171-203, 2024
272024
A Regret Analysis of Bilateral Trade
N Cesa-Bianchi, T Cesari, R Colomboni, F Fusco, S Leonardi
EC '21: Proceedings of the 22nd ACM Conference on Economics and Computation …, 2021
262021
Repeated bilateral trade against a smoothed adversary
N Cesa-Bianchi, TR Cesari, R Colomboni, F Fusco, S Leonardi
COLT 2023: The Thirty Sixth Annual Conference on Learning Theory, 1095-1130, 2023
222023
The role of transparency in repeated first-price auctions with unknown valuations
N Cesa-Bianchi, T Cesari, R Colomboni, F Fusco, S Leonardi
STOC 2024: Proceedings of the 56th Annual ACM Symposium on Theory of …, 2024
142024
A nearest neighbor characterization of lebesgue points in metric measure spaces
TR Cesari, R Colomboni
Mathematical Statistics and Learning 3 (1), 71-112, 2021
122021
An Online Learning Theory of Brokerage
N Bolić, T Cesari, R Colomboni
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous …, 2024
102024
Regret Analysis of Bilateral Trade with a Smoothed Adversary
N Cesa-Bianchi, T Cesari, R Colomboni, F Fusco, S Leonardi
Journal of Machine Learning Research (JMLR) 25, 1-36, 2024
82024
Nonstochastic Bandits with Composite Anonymous Feedback
N Cesa-Bianchi, T Cesari, R Colomboni, C Gentile, Y Mansour
Journal of Machine Learning Research (JMLR) 23, 1-24, 2022
82022
An improved uniform convergence bound with fat-shattering dimension
R Colomboni, E Esposito, A Paudice
Information Processing Letters 188, 106539, 2025
42025
Adaptive maximization of social welfare
N Cesa-Bianchi, R Colomboni, M Kasy
arXiv preprint arXiv:2310.09597, 2023
42023
Fair Online Bilateral Trade
F Bachoc, N Cesa-Bianchi, T Cesari, R Colomboni
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
32024
A Theoretical Framework for Zeroth-Order Budget Convex Optimization
F Bachoc, T Cesari, R Colomboni, A Paudice
Transactions on Machine Learning Research, 2024
3*2024
A Contextual Online Learning Theory of Brokerage
F Bachoc, T Cesari, R Colomboni
arXiv preprint arXiv:2407.01566, 2024
32024
Regret analysis of dyadic search
F Bachoc, T Cesari, R Colomboni, A Paudice
arXiv preprint arXiv:2209.00885, 2022
32022
An Online Learning Theory of Trading-Volume Maximization
T Cesari, R Colomboni
The Thirteenth International Conference on Learning Representations, 0
3*
Market Making without Regret
N Cesa-Bianchi, T Cesari, R Colomboni, L Foscari, V Pathak
arXiv preprint arXiv:2411.13993, 2024
2024
Online Learning Methods for Digital Markets
R Colomboni
Università degli Studi di Milano, 2024
2024
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage
F Bachoc, T Cesari, R Colomboni
The 28th International Conference on Artificial Intelligence and Statistics, 0
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