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Giulia Romano
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A unifying framework for online optimization with long-term constraints
M Castiglioni, A Celli, A Marchesi, G Romano, N Gatti
Advances in Neural Information Processing Systems 35, 33589-33602, 2022
302022
Signaling in Posted Price Auctions
M Castiglioni, G Romano, A Marchesi, N Gatti
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
222022
Public signaling in bayesian ad auctions
F Bacchiocchi, M Castiglioni, A Marchesi, G Romano, N Gatti
arXiv preprint arXiv:2201.09728, 2022
142022
Online Posted Pricing with Unknown Time-Discounted Valuations
G Romano, G Tartaglia, A Marchesi, N Gatti
Proceedings of the AAAI Conference on Artificial Intelligence 35 (6), 5682-5689, 2021
132021
Safe online bid optimization with return-on-investment and budget constraints subject to uncertainty
M Castiglioni, A Nuara, G Romano, G Spadaro, F Trovò, N Gatti
arXiv preprint arXiv:2201.07139, 2022
92022
Multi-armed bandit problem with temporally-partitioned rewards: When partial feedback counts
G Romano, A Agostini, F Trovò, N Gatti, M Restelli
arXiv preprint arXiv:2206.00586, 2022
52022
Efficiency of Ad Auctions with Price Displaying
M Castiglioni, D Ferraioli, N Gatti, A Marchesi, G Romano
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
52022
Personality-based representations of imperfect-recall games
A Celli, G Romano, N Gatti
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
52019
The power of media agencies in ad auctions: Improving utility through coordinated bidding
G Romano, M Castiglioni, A Marchesi, N Gatti
arXiv preprint arXiv:2204.13772, 2022
42022
Selling Information while Being an Interested Party
M Castiglioni, F Bacchiocchi, A Marchesi, G Romano, N Gatti
arXiv preprint arXiv:2301.13790, 2023
12023
A Unifying Framework for Online Safe Optimization
M Castiglioni, A Celli, A Marchesi, G Romano, N Gatti
NeurIPS ML Safety Workshop, 0
1
Maximizing Revenue from Selfish Agents in Crowd Tasks: Indirect Incentive Strategies
M Montazeri, M Castiglioni, G Romano, H Kebriaei, N Gatti
IEEE Control Systems Letters, 2024
2024
Finding Effective Ad Allocations: How to Exploit User History
M Castiglioni, A Latino, A Marchesi, G Romano, N Gatti, C Palayamkottai
Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024
2024
Increasing revenue in Bayesian posted price auctions through signaling
M Castiglioni, A Marchesi, G Romano, N Gatti
Artificial Intelligence 323, 103990, 2023
2023
Pricing and advertising strategies in e-commerce scenarios
G Romano
2022
Solving imperfect-recall games: new representations and algorithms
G Romano
Politecnico di Milano, 2017
2017
A Unifying Framework for Online Optimization with Long-Term Constraints
Equilibrium Analysis of Ad Auctions with Price Displaying
M Castiglioni, D Ferraioli, N Gatti, A Marchesi, G Romano
Safe Online Bid Optimization with Uncertain ROI and Budget Constraints
M Castiglioni, A Nuara, G Romano, G Spadaro, F Trovò, N Gatti
Signaling in Bayesian Posted Price Auctions
M Castiglioni, G Romano, A Marchesi, N Gatti
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