Matteo Castiglioni
- Learning Optimal Contracts: How to Exploit Small Action Spaces
2023/09/18 by Francesco Bacchiocchi, Bacchiocchi, Francesco, Matteo Castiglioni +5 · 4 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Optimization and Search Problems
- Designing Menus of Contracts Efficiently: The Power of Randomization
2022/02/22 by Matteo Castiglioni, Castiglioni, Matteo, Alberto Marchesi +3 · 3 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Law, Economics, and Judicial Systems
- Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion
2023/03/02 by Martino Bernasconi, Bernasconi, Martino, Matteo Castiglioni +9 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
- Multi-Agent Contract Design: How to Commission Multiple Agents with Individual Outcome
2023/01/31 by Matteo Castiglioni, Castiglioni, Matteo, Alberto Marchesi +3 · 3 citations
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Complex Systems and Time Series Analysis #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences
- Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
2024/05/25 by Martino Bernasconi, Bernasconi, Martino, Matteo Castiglioni +5 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
- A Reduction from Multi-Parameter to Single-Parameter Bayesian Contract Design
2024/04/04 by Matteo Castiglioni, Castiglioni, Matteo, Junjie Chen +7 · 3 citations
Economics, Econometrics and Finance · #Law, Economics, and Judicial Systems #Insurance and Financial Risk Management
- Signaling in Bayesian Network Congestion Games: the Subtle Power of\n Symmetry
2020/02/12 by Matteo Castiglioni, Andrea Celli, Castiglioni, Matteo +5 · 1 citation
Decision Sciences · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Opinion Dynamics and Social Influence
- Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond
2025/03/03 by Francesco Bacchiocchi, Bacchiocchi, Francesco, Matteo Castiglioni +5 · 3 citations
#cs.GT #cs.LG
- The Power of Media Agencies in Ad Auctions: Improving Utility through Coordinated Bidding
2022/04/28 by Giulia Romano, Romano, Giulia, Matteo Castiglioni +5 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Auction Theory and Applications #Merger and Competition Analysis #Digital Platforms and Economics
- Persuading Farsighted Receivers in MDPs: the Power of Honesty
2023/06/21 by Martino Bernasconi, Matteo Castiglioni, Bernasconi, Martino +5 · 1 citation
Decision Sciences · Social Sciences · Computer Science · #Game Theory and Applications #Misinformation and Its Impacts #Distributed Sensor Networks and Detection Algorithms
- Increasing revenue in Bayesian posted price auctions through signaling
2023/08/08 by Matteo Castiglioni, Alberto Marchesi, Giulia Romano +1 · 1 citation
Decision Sciences · Business, Management and Accounting · #Auction Theory and Applications #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing
- Hiring for An Uncertain Task: Joint Design of Information and Contracts
2024/07/07 by Matteo Castiglioni, Castiglioni, Matteo, Junjie Chen +1 · 2 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information
2025/01/31 by Maria-Florina Balcan, Balcan, Maria-Florina, Martino Bernasconi +9 · 1 citation
Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Unifying Framework for Quasi-Polynomial Optimization of Fixed-degree Polynomials
2026/07/28 by Martino Bernasconi, Matteo Castiglioni, Andrea Celli +1
#cs.DS #cs.CC #cs.GT
- Policy optimization for CMDPs with bandit feedback: Best-of-both-worlds and beyond
2026/07/20 by Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni +2
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Auction Theory and Applications
- Breaking the T3/4 Barrier for Regret Minimization With Bi-Dimensional CDFs
2026/07/22 by Matteo Castiglioni, Anna Lunghi, Alberto Marchesi
#cs.LG