Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits. - Marco Mussi; Gianmarco Genalti; Francesco Trovò; Alessandro Nuara; Nicola Gatti 001; Marcello Restelli (KDD, 2022)

Dynamic Pricing with Volume Discounts in Online Settings. - Marco Mussi; Gianmarco Genalti; Alessandro Nuara; Francesco Trovò; Marcello Restelli; Nicola Gatti 001 (AAAI, 2023)

A Best-of-Both-Worlds Algorithm for Constrained MDPs with Long-Term Constraints. - Jacopo Germano; Francesco Emanuele Stradi; Gianmarco Genalti; Matteo Castiglioni; Alberto Marchesi 001; Nicola Gatti 001 (CoRR, 2023)

Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits. - Gianmarco Genalti; Lupo Marsigli; Nicola Gatti 001; Alberto Maria Metelli (CoRR, 2023)

Autoregressive Bandits. - Francesco Bacchiocchi; Gianmarco Genalti; Davide Maran; Marco Mussi; Marcello Restelli; Nicola Gatti 001; Alberto Maria Metelli (AISTATS, 2024)

(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits. - Gianmarco Genalti; Lupo Marsigli; Nicola Gatti 001; Alberto Maria Metelli (COLT, 2024)

Graph-Triggered Rising Bandits. - Gianmarco Genalti; Marco Mussi; Nicola Gatti 001; 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 001; Nicola Gatti 001 (ICML, 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 001 (IJCAI, 2024)

Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting. - Gianmarco Genalti; Marco Mussi; Nicola Gatti 001; Marcello Restelli; Matteo Castiglioni; Alberto Maria Metelli (CoRR, 2024)

Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters. - Gianmarco Genalti; Alberto Maria Metelli (COLT, 2025)

Data-Dependent Regret Bounds for Constrained MABs. - Gianmarco Genalti; Francesco Emanuele Stradi; Matteo Castiglioni; Alberto Marchesi 001; Nicola Gatti 001 (CoRR, 2025)

Catoni-Style Change Point Detection for Regret Minimization in Non-Stationary Heavy-Tailed Bandits. - Gianmarco Genalti; Sujay Bhatt; Nicola Gatti 001; Alberto Maria Metelli (CoRR, 2025)