Gianmarco Genalti

16 papers A* 7A 1Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Replicable Constrained Bandits.
CoRR
Matteo Bollini, Gianmarco Genalti, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi
2025 J jnl
Catoni-Style Change Point Detection for Regret Minimization in Non-Stationary Heavy-Tailed Bandits.
CoRR
Gianmarco Genalti, Sujay Bhatt, Nicola Gatti, Alberto Maria Metelli
2025 J jnl
Data-Dependent Regret Bounds for Constrained MABs.
CoRR
Gianmarco Genalti, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
2025 A* conf
Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters.
COLT
Gianmarco Genalti, Alberto Maria Metelli
2024 A* conf
(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits.
COLT
Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli
2024 A conf
Autoregressive Bandits.
AISTATS
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
2024 J jnl
Bridging Rested and Restless Bandits with Graph-Triggering: Rising and Rotting.
CoRR
Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli
2024 A* conf
Enhancing Manufacturing with AI-powered Process Design.
IJCAI
Gianmarco Genalti, Gabriele Corbo, Tommaso Bianchi, Marco Missaglia, Luca Negri, Andrea Sala, Luca Magri, Giacomo Boracchi, Giovanni Miragliotta, Nicola Gatti
2024 A* conf
Graph-Triggered Rising Bandits.
ICML
Gianmarco Genalti, Marco Mussi, Nicola Gatti, Marcello Restelli, Matteo Castiglioni, Alberto Maria Metelli
2024 A* conf
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints.
ICML
Francesco Emanuele Stradi, Jacopo Germano, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
2023 J jnl
A Best-of-Both-Worlds Algorithm for Constrained MDPs with Long-Term Constraints.
CoRR
Jacopo Germano, Francesco Emanuele Stradi, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
2023 A* conf
Dynamic Pricing with Volume Discounts in Online Settings.
AAAI
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
2023 J jnl
Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits.
CoRR
Gianmarco Genalti, Lupo Marsigli, Nicola Gatti, Alberto Maria Metelli
2022 J jnl
Autoregressive Bandits.
CoRR
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
2022 J jnl
Dynamic Pricing with Volume Discounts in Online Settings.
CoRR
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
2022 A* conf
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits.
KDD
Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli