Sequential information design: Learning to persuade in the dark M Bernasconi, M Castiglioni, A Marchesi, N Gatti, F Trovò Advances in Neural Information Processing Systems 35, 15917-15928, 2022 | 16 | 2022 |
Exploiting opponents under utility constraints in sequential games M Bernasconi-de-Luca, F Cacciamani, S Fioravanti, N Gatti, A Marchesi, ... Advances in Neural Information Processing Systems 34, 13177-13188, 2021 | 13 | 2021 |
Optimal rates and efficient algorithms for online bayesian persuasion M Bernasconi, M Castiglioni, A Celli, A Marchesi, F Trovò, N Gatti International Conference on Machine Learning, 2164-2183, 2023 | 10 | 2023 |
Dealing with transaction costs in portfolio optimization: Online gradient descent with momentum E Vittori, MB de Luca, F Trovò, M Restelli Proceedings of the First ACM International Conference on AI in Finance, 1-8, 2020 | 9 | 2020 |
Safe learning in tree-form sequential decision making: handling hard and soft constraints M Bernasconi, F Cacciamani, M Castiglioni, A Marchesi, N Gatti, F Trovò International Conference on Machine Learning, 1854-1873, 2022 | 8 | 2022 |
ITCH50Converter M Bernasconi, L Fusco, O Dragić https://github.com/martinobdl/ITCH, 2021 | 5* | 2021 |
Conservative online convex optimization M Bernasconi de Luca, E Vittori, F Trovò, M Restelli Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 5 | 2021 |
Constrained phi-equilibria M Bernasconi, M Castiglioni, A Marchesi, F Trovo, N Gatti International Conference on Machine Learning, 2184-2205, 2023 | 4 | 2023 |
Dark-pool smart order routing: a combinatorial multi-armed bandit approach M Bernasconi, S Martino, E Vittori, F Trovò, M Restelli Proceedings of the Third ACM International Conference on AI in Finance, 352-360, 2022 | 2 | 2022 |
Last-iterate Convergence to Trembling-hand Perfect Equilibria M Bernasconi, A Marchesi, F Trovò arXiv preprint arXiv:2208.08238, 2022 | 2 | 2022 |
The Evolutionary Dynamics of Soft-Max Policy Gradient in Multi-Agent Setting M Bernasconi, F Cacciamani, S Fioravanti, N Gatti, F Trovò Available at SSRN 4159835, 2022 | 2 | 2022 |
Persuading farsighted receivers in mdps: the power of honesty M Bernasconi, M Castiglioni, A Marchesi, M Mutti Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Advancing Fraud Detection Systems Through Online Learning T Paladini, M Bernasconi de Luca, M Carminati, M Polino, F Trovò, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 1 | 2023 |
Bandits with Replenishable Knapsacks: the Best of both Worlds M Bernasconi, M Castiglioni, A Celli, F Fusco arXiv preprint arXiv:2306.08470, 2023 | 1 | 2023 |
Optimal Rates for Online Bayesian Persuasion M Bernasconi, M Castiglioni, A Celli, A Marchesi, F Trovò, N Gatti Proceedings of IPS, 2023 | 1 | 2023 |
A General Framework for Safe Decision Making: A Convex Duality Approach M Bernasconi, F Cacciamani, N Gatti, F Trovò NeurIPS ML Safety Workshop, 2022 | 1 | 2022 |
The Evolutionary Dynamics of Soft-Max Policy Gradient in Games M Bernasconi, F Cacciamani, S Fioravanti, N Gatti, F Trovo, ... | 1 | 2022 |
Dealer markets: A reinforcement learning mean field approach MB de Luca, E Vittori, F Trovò, M Restelli Working paper, Politecnico di Milano, Milan, 2021 | 1 | 2021 |
Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games M Bernasconi, A Marchesi, F Trovò International Conference on Artificial Intelligence and Statistics, 2152-2160, 2024 | | 2024 |
Agent-Designed Contracts: How to Sell Hidden Actions M Bernasconi, M Castiglioni, A Celli arXiv preprint arXiv:2402.16547, 2024 | | 2024 |