Genalti, Gianmarco

10 publications

NeurIPS 2025 Data-Dependent Regret Bounds for Constrained MABs Gianmarco Genalti, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
COLT 2025 Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters Gianmarco Genalti, Alberto Maria Metelli
NeurIPS 2025 Tightening Regret Lower and Upper Bounds in Restless Rising Bandits Cristiano Migali, Marco Mussi, Gianmarco Genalti, Alberto Maria Metelli
COLT 2024 (ε, U)-Adaptive Regret Minimization in Heavy-Tailed Bandits Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli
AISTATS 2024 Autoregressive Bandits Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
IJCAI 2024 Enhancing Manufacturing with AI-Powered Process Design Gianmarco Genalti, Gabriele Corbo, Tommaso Bianchi, Marco Missaglia, Luca Negri, Andrea Sala, Luca Magri, Giacomo Boracchi, Giovanni Miragliotta, Nicola Gatti
ICML 2024 Graph-Triggered Rising Bandits Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli
ICML 2024 Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
AAAI 2023 Dynamic Pricing with Volume Discounts in Online Settings Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
NeurIPSW 2023 Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli