Trovò, Francesco

20 publications

ICML 2024 Best Arm Identification for Stochastic Rising Bandits Marco Mussi, Alessandro Montenegro, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli

AISTATS 2024 Dissimilarity Bandits Paolo Battellani, Alberto Maria Metelli, Francesco Trovò

AISTATS 2024 Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games Martino Bernasconi, Alberto Marchesi, Francesco Trovò

ICMLW 2023 A Best Arm Identification Approach for Stochastic Rising Bandits Alessandro Montenegro, Marco Mussi, Francesco Trovò, Marcello Restelli, Alberto Maria Metelli

ECML-PKDD 2023 Advancing Fraud Detection Systems Through Online Learning Tommaso Paladini, Martino Bernasconi de Luca, Michele Carminati, Mario Polino, Francesco Trovò, Stefano Zanero

ICML 2023 Constrained Phi-Equilibria Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Francesco Trovò, Nicola Gatti

AAAI 2023 Dynamic Pricing with Volume Discounts in Online Settings Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti

ICML 2023 Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Francesco Trovò, Nicola Gatti

NeurIPSW 2022 A General Framework for Safe Decision Making: A Convex Duality Approach Martino Bernasconi, Federico Cacciamani, Nicola Gatti, Francesco Trovò

IJCAI 2022 Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli

ICML 2022 Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints Martino Bernasconi, Federico Cacciamani, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò

NeurIPS 2022 Sequential Information Design: Learning to Persuade in the Dark Martino Bernasconi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti, Francesco Trovò

ICML 2022 Stochastic Rising Bandits Alberto Maria Metelli, Francesco Trovò, Matteo Pirola, Marcello Restelli

ECML-PKDD 2021 Conservative Online Convex Optimization Martino Bernasconi de Luca, Edoardo Vittori, Francesco Trovò, Marcello Restelli

ECML-PKDD 2021 Exploiting History Data for Nonstationary Multi-Armed Bandit Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli

NeurIPS 2021 Exploiting Opponents Under Utility Constraints in Sequential Games Martino Bernasconi-de-Luca, Federico Cacciamani, Simone Fioravanti, Nicola Gatti, Alberto Marchesi, Francesco Trovò

JAIR 2020 Sliding-Window Thompson Sampling for Non-Stationary Settings Francesco Trovò, Marcello Restelli, Nicola Gatti

AAAI 2018 A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

UAI 2017 Regret Minimization Algorithms for the Followers Behaviour Identification in Leadership Games Lorenzo Bisi, Giuseppe De Nittis, Francesco Trovò, Marcello Restelli, Nicola Gatti

AAAI 2017 Unimodal Thompson Sampling for Graph-Structured Arms Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti