Scholar
Roberto Colomboni
Google Scholar ID: XGtfiRcAAAAJ
Machine Learning Researcher at POLIMI (Milan) and UNIMI (Milan)
Citations & Impact
Citations
201
H-index
7
i10-index
7
Publications
20
Co-authors
13
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications include:
- - Market making without regret
- - A parametric contextual online learning theory of brokerage
- - Adaptive maximization of social welfare
- - An online learning theory of trading-volume maximization
- - A tight regret analysis of non-parametric repeated contextual brokerage
- - Fair online bilateral trade
- - An improved uniform convergence bound with fat-shattering dimension
- - A theoretical framework for zeroth-order budget convex optimization
- - Regret analysis of bilateral trade with a smoothed adversary
- - The role of transparency in repeated first-price auctions with unknown valuations
- - An online learning theory of brokerage
- - Repeated bilateral trade against a smoothed adversary
- - Bilateral trade: a regret minimization perspective
- - Nonstochastic bandits with composite anonymous feedback
- - A regret analysis of bilateral trade
- - A nearest neighbor characterization of Lebesgue points in metric measure spaces.
Background
- Research interests: Statistical Learning, Online Learning, Multi-Armed Bandits, Digital Markets. Currently affiliated with POLIMI and UNIMI.
